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ORCIDBibTeX records: Xindong Wu 0001
@article{DBLP:journals/isci/YanLHYWCLJW25,
author = {Huigui Yan and
Jiale Liu and
Da Han and
Dianlong You and
Hongtao Wu and
Zhen Chen and
Xianshan Li and
Shunfu Jin and
Xindong Wu},
title = {Online learning from incomplete data streams with partial labels for
multi-classification},
journal = {Inf. Sci.},
volume = {689},
pages = {121411},
year = {2025},
url = {https://doi.org/10.1016/j.ins.2024.121411},
doi = {10.1016/J.INS.2024.121411},
timestamp = {Fri, 20 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/YanLHYWCLJW25.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ShengZ0024,
author = {Shaojing Sheng and
Zan Zhang and
Peng Zhou and
Xindong Wu},
title = {An effective algorithm for genealogical graph partitioning},
journal = {Appl. Intell.},
volume = {54},
number = {2},
pages = {1798--1817},
year = {2024},
url = {https://doi.org/10.1007/s10489-023-05265-1},
doi = {10.1007/S10489-023-05265-1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ShengZ0024.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/DengLDWWHW24,
author = {Song Deng and
Qianliang Li and
Renjie Dai and
Siming Wei and
Di Wu and
Yi He and
Xindong Wu},
title = {A Chinese power text classification algorithm based on deep active
learning},
journal = {Appl. Soft Comput.},
volume = {150},
pages = {111067},
year = {2024},
url = {https://doi.org/10.1016/j.asoc.2023.111067},
doi = {10.1016/J.ASOC.2023.111067},
timestamp = {Tue, 12 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/asc/DengLDWWHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/BaiBW24,
author = {Shengxing Bai and
Chenyang Bu and
Xindong Wu},
title = {High-degree penalty based global statistical network embedding for
name disambiguation in anonymized graph},
journal = {Concurr. Comput. Pract. Exp.},
volume = {36},
number = {20},
year = {2024},
url = {https://doi.org/10.1002/cpe.8195},
doi = {10.1002/CPE.8195},
timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/concurrency/BaiBW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/ZhongWLPW24,
author = {Lingfeng Zhong and
Jia Wu and
Qian Li and
Hao Peng and
Xindong Wu},
title = {A Comprehensive Survey on Automatic Knowledge Graph Construction},
journal = {{ACM} Comput. Surv.},
volume = {56},
number = {4},
pages = {94:1--94:62},
year = {2024},
url = {https://doi.org/10.1145/3618295},
doi = {10.1145/3618295},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/ZhongWLPW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ShengGYW24,
author = {Shaojing Sheng and
Xianjie Guo and
Kui Yu and
Xindong Wu},
title = {Local causal structure learning with missing data},
journal = {Expert Syst. Appl.},
volume = {238},
number = {Part {A}},
pages = {121831},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2023.121831},
doi = {10.1016/J.ESWA.2023.121831},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/ShengGYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhuWMLQYW24,
author = {Yi Zhu and
Ye Wang and
Jianyuan Mu and
Yun Li and
Jipeng Qiang and
Yunhao Yuan and
Xindong Wu},
title = {Short text classification with Soft Knowledgeable Prompt-tuning},
journal = {Expert Syst. Appl.},
volume = {246},
pages = {123248},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123248},
doi = {10.1016/J.ESWA.2024.123248},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhuWMLQYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/ZhuGLQW24,
author = {Yi Zhu and
Yishuai Geng and
Yun Li and
Jipeng Qiang and
Xindong Wu},
title = {Representation learning: serial-autoencoder for personalized recommendation},
journal = {Frontiers Comput. Sci.},
volume = {18},
number = {4},
year = {2024},
url = {https://doi.org/10.1007/s11704-023-2441-1},
doi = {10.1007/S11704-023-2441-1},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/ZhuGLQW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/YouWLYMCW24,
author = {Dianlong You and
Hongtao Wu and
Jiale Liu and
Huigui Yan and
Chuan Ma and
Zhen Chen and
Xindong Wu},
title = {Continuous causal structure learning from incremental instances and
feature spaces},
journal = {Inf. Fusion},
volume = {101},
pages = {101975},
year = {2024},
url = {https://doi.org/10.1016/j.inffus.2023.101975},
doi = {10.1016/J.INFFUS.2023.101975},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/inffus/YouWLYMCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhouLYZW24,
author = {Peng Zhou and
Ji Liang and
Yuanting Yan and
Shu Zhao and
Xindong Wu},
title = {Explainable feature selection and ensemble classification via feature
polarity},
journal = {Inf. Sci.},
volume = {676},
pages = {120818},
year = {2024},
url = {https://doi.org/10.1016/j.ins.2024.120818},
doi = {10.1016/J.INS.2024.120818},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhouLYZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangJYHW24,
author = {Yuhong Zhang and
Yunlong Ji and
Kui Yu and
Xuegang Hu and
Xindong Wu},
title = {A cross-network node classification method in open-set scenario},
journal = {Pattern Recognit.},
volume = {155},
pages = {110718},
year = {2024},
url = {https://doi.org/10.1016/j.patcog.2024.110718},
doi = {10.1016/J.PATCOG.2024.110718},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhangJYHW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ZhouZLYZW24,
author = {Peng Zhou and
Yunyun Zhang and
Zhaolong Ling and
Yuanting Yan and
Shu Zhao and
Xindong Wu},
title = {Online Heterogeneous Streaming Feature Selection Without Feature Type
Information},
journal = {{IEEE} Trans. Big Data},
volume = {10},
number = {4},
pages = {470--485},
year = {2024},
url = {https://doi.org/10.1109/TBDATA.2024.3350630},
doi = {10.1109/TBDATA.2024.3350630},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/ZhouZLYZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetc/JiBLW24,
author = {Shengwei Ji and
Chenyang Bu and
Lei Li and
Xindong Wu},
title = {LocalTGEP: {A} Lightweight Edge Partitioner for Time-Varying Graph},
journal = {{IEEE} Trans. Emerg. Top. Comput.},
volume = {12},
number = {2},
pages = {455--466},
year = {2024},
url = {https://doi.org/10.1109/TETC.2023.3238333},
doi = {10.1109/TETC.2023.3238333},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetc/JiBLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/ZhuGLQYW24,
author = {Yi Zhu and
Yishuai Geng and
Yun Li and
Jipeng Qiang and
Yunhao Yuan and
Xindong Wu},
title = {Self-Adaptive Deep Asymmetric Network for Imbalanced Recommendation},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {1},
pages = {968--980},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2023.3300740},
doi = {10.1109/TETCI.2023.3300740},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/ZhuGLQYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiLBZW24,
author = {Lei Li and
Pan Liu and
Chenyang Bu and
Zan Zhang and
Xindong Wu},
title = {Fuzzy Ranking-Based Preference Completion via Graph Pattern Matching
and Rematching},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {8},
number = {2},
pages = {2009--2021},
year = {2024},
url = {https://doi.org/10.1109/TETCI.2024.3359096},
doi = {10.1109/TETCI.2024.3359096},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/LiLBZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LinLLCW24,
author = {Ke Lin and
Duantengchuan Li and
Yanjie Li and
Shiyu Chen and
Xindong Wu},
title = {{FHCPL:} An Intelligent Fixed-Horizon Constrained Policy Learning
System for Risk-Sensitive Industrial Scenario},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {20},
number = {4},
pages = {5794--5804},
year = {2024},
url = {https://doi.org/10.1109/TII.2023.3336225},
doi = {10.1109/TII.2023.3336225},
timestamp = {Tue, 17 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LinLLCW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ChenLZZLW24,
author = {Zhi Chen and
Yongguo Liu and
Yun Zhang and
Jiajing Zhu and
Qiaoqin Li and
Xindong Wu},
title = {Shared Manifold Regularized Joint Feature Selection for Joint Classification
and Regression in Alzheimer's Disease Diagnosis},
journal = {{IEEE} Trans. Image Process.},
volume = {33},
pages = {2730--2745},
year = {2024},
url = {https://doi.org/10.1109/TIP.2024.3382600},
doi = {10.1109/TIP.2024.3382600},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ChenLZZLW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuZLQZW24,
author = {Huiting Liu and
Yu Zhang and
Peipei Li and
Cheng Qian and
Peng Zhao and
Xindong Wu},
title = {DeepCPR: Deep Path Reasoning Using Sequence of User-Preferred Attributes
for Conversational Recommendation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {1},
pages = {15:1--15:22},
year = {2024},
url = {https://doi.org/10.1145/3610775},
doi = {10.1145/3610775},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiuZLQZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhangWYW24,
author = {Yuhong Zhang and
Jianqing Wu and
Kui Yu and
Xindong Wu},
title = {Diverse Structure-Aware Relation Representation in Cross-Lingual Entity
Alignment},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {4},
pages = {92:1--92:23},
year = {2024},
url = {https://doi.org/10.1145/3638778},
doi = {10.1145/3638778},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangWYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LingXZDYW24,
author = {Zhaolong Ling and
Enqi Xu and
Peng Zhou and
Liang Du and
Kui Yu and
Xindong Wu},
title = {Fair Feature Selection: {A} Causal Perspective},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {18},
number = {7},
pages = {163},
year = {2024},
url = {https://doi.org/10.1145/3643890},
doi = {10.1145/3643890},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LingXZDYW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuMLGZFW24,
author = {Youxi Wu and
Yufei Meng and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {COPP-Miner: Top-k Contrast Order-Preserving Pattern Mining for Time
Series Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {6},
pages = {2372--2387},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3321749},
doi = {10.1109/TKDE.2023.3321749},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuMLGZFW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuoWZW24,
author = {Xingrui Zhuo and
Gongqing Wu and
Zan Zhang and
Xindong Wu},
title = {Geometric-Contextual Mutual Infomax Path Aggregation for Relation
Reasoning on Knowledge Graph},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {7},
pages = {3076--3090},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2024.3360258},
doi = {10.1109/TKDE.2024.3360258},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuoWZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YangCLDW24,
author = {Linyao Yang and
Hongyang Chen and
Zhao Li and
Xiao Ding and
Xindong Wu},
title = {Give us the Facts: Enhancing Large Language Models With Knowledge
Graphs for Fact-Aware Language Modeling},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {7},
pages = {3091--3110},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2024.3360454},
doi = {10.1109/TKDE.2024.3360454},
timestamp = {Tue, 18 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YangCLDW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/PanLWCWW24,
author = {Shirui Pan and
Linhao Luo and
Yufei Wang and
Chen Chen and
Jiapu Wang and
Xindong Wu},
title = {Unifying Large Language Models and Knowledge Graphs: {A} Roadmap},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {7},
pages = {3580--3599},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2024.3352100},
doi = {10.1109/TKDE.2024.3352100},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/PanLWCWW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YouYXCWSW24,
author = {Dianlong You and
Huigui Yan and
Jiawei Xiao and
Zhen Chen and
Di Wu and
Limin Shen and
Xindong Wu},
title = {Online Learning for Data Streams With Incomplete Features and Labels},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {9},
pages = {4820--4834},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2024.3374357},
doi = {10.1109/TKDE.2024.3374357},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YouYXCWSW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/GengWLLFZW24,
author = {Meng Geng and
Youxi Wu and
Yan Li and
Jing Liu and
Philippe Fournier{-}Viger and
Xingquan Zhu and
Xindong Wu},
title = {RNP-Miner: Repetitive Nonoverlapping Sequential Pattern Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {36},
number = {9},
pages = {4874--4889},
year = {2024},
url = {https://doi.org/10.1109/TKDE.2023.3334300},
doi = {10.1109/TKDE.2023.3334300},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/GengWLLFZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmis/WuWLGJZW24,
author = {Youxi Wu and
Zhen Wang and
Yan Li and
Yingchun Guo and
He Jiang and
Xingquan Zhu and
Xindong Wu},
title = {Co-occurrence Order-preserving Pattern Mining with Keypoint Alignment
for Time Series},
journal = {{ACM} Trans. Manag. Inf. Syst.},
volume = {15},
number = {2},
pages = {9},
year = {2024},
url = {https://doi.org/10.1145/3658450},
doi = {10.1145/3658450},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmis/WuWLGJZW24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-07773,
author = {Lifan Jiang and
Zhihui Wang and
Changmiao Wang and
Ming Li and
Jiaxu Leng and
Xindong Wu},
title = {ConsistencyDet: {A} Robust Object Detector with a Denoising Paradigm
of Consistency Model},
journal = {CoRR},
volume = {abs/2404.07773},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.07773},
doi = {10.48550/ARXIV.2404.07773},
eprinttype = {arXiv},
eprint = {2404.07773},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-07773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-19243,
author = {Youxi Wu and
Zhen Wang and
Yan Li and
Yingchun Guo and
He Jiang and
Xingquan Zhu and
Xindong Wu},
title = {Co-occurrence order-preserving pattern mining},
journal = {CoRR},
volume = {abs/2404.19243},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2404.19243},
doi = {10.48550/ARXIV.2404.19243},
eprinttype = {arXiv},
eprint = {2404.19243},
timestamp = {Thu, 18 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2404-19243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-15797,
author = {Benyu Wu and
Shifei Ding and
Xiao Xu and
Lili Guo and
Ling Ding and
Xindong Wu},
title = {Synergistic Deep Graph Clustering Network},
journal = {CoRR},
volume = {abs/2406.15797},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.15797},
doi = {10.48550/ARXIV.2406.15797},
eprinttype = {arXiv},
eprint = {2406.15797},
timestamp = {Fri, 19 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-15797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-16115,
author = {Zhao Li and
Yang Liu and
Chuan Zhou and
Xuanwu Liu and
Xuming Pan and
Buqing Cao and
Xindong Wu},
title = {Transformer-based Graph Neural Networks for Battery Range Prediction
in AIoT Battery-Swap Services},
journal = {CoRR},
volume = {abs/2407.16115},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.16115},
doi = {10.48550/ARXIV.2407.16115},
eprinttype = {arXiv},
eprint = {2407.16115},
timestamp = {Thu, 22 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-16115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-17234,
author = {Lei Sang and
Yu Wang and
Yi Zhang and
Yiwen Zhang and
Xindong Wu},
title = {Intent-guided Heterogeneous Graph Contrastive Learning for Recommendation},
journal = {CoRR},
volume = {abs/2407.17234},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.17234},
doi = {10.48550/ARXIV.2407.17234},
eprinttype = {arXiv},
eprint = {2407.17234},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-17234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/QiangZLZYW23,
author = {Jipeng Qiang and
Shiyu Zhu and
Yun Li and
Yi Zhu and
Yunhao Yuan and
Xindong Wu},
title = {Natural language watermarking via paraphraser-based lexical substitution},
journal = {Artif. Intell.},
volume = {317},
pages = {103859},
year = {2023},
url = {https://doi.org/10.1016/j.artint.2023.103859},
doi = {10.1016/J.ARTINT.2023.103859},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
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Hao Chen and
Chenyang Bu and
Shengwei Ji and
Zan Zhang and
Victor S. Sheng},
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Kun Cai and
Peipei Li and
Cheng Qian and
Peng Zhao and
Xindong Wu},
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Chunxia Zhang and
Jingtao Guo and
Cheng Peng and
Zhendong Niu and
Xindong Wu},
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author = {Jipeng Qiang and
Feng Zhang and
Yun Li and
Yunhao Yuan and
Yi Zhu and
Xindong Wu},
title = {Unsupervised statistical text simplification using pre-trained language
modeling for initialization},
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Yi Zhu and
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title = {Joint user profiling with hierarchical attention networks},
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number = {3},
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author = {Yi Zhu and
Xindong Wu and
Jipeng Qiang and
Yunhao Yuan and
Yun Li},
title = {Representation learning via an integrated autoencoder for unsupervised
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@article{DBLP:journals/isci/YouNDYCWSW23,
author = {Dianlong You and
Shina Niu and
Siqi Dong and
Huigui Yan and
Zhen Chen and
Di Wu and
Limin Shen and
Xindong Wu},
title = {Counterfactual explanation generation with minimal feature boundary},
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pages = {342--366},
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author = {Dianlong You and
Siqi Dong and
Shina Niu and
Huigui Yan and
Zhen Chen and
Shunfu Jin and
Di Wu and
Xindong Wu},
title = {Local causal structure learning for streaming features},
journal = {Inf. Sci.},
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author = {Huiting Liu and
Yi Chen and
Pei{-}Pei Li and
Peng Zhao and
Xindong Wu},
title = {Enhancing review-based user representation on learned social graph
for recommendation},
journal = {Knowl. Based Syst.},
volume = {266},
pages = {110438},
year = {2023},
url = {https://doi.org/10.1016/j.knosys.2023.110438},
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@article{DBLP:journals/kbs/LiuW0QZ023,
author = {Huiting Liu and
Lei Wang and
Peipei Li and
Cheng Qian and
Peng Zhao and
Xindong Wu},
title = {Relation-propagation meta-learning on an explicit preference graph
for cold-start recommendation},
journal = {Knowl. Based Syst.},
volume = {272},
pages = {110579},
year = {2023},
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@article{DBLP:journals/pami/HuangLCFLW23,
author = {Changqin Huang and
Ming Li and
Feilong Cao and
Hamido Fujita and
Zhao Li and
Xindong Wu},
title = {Are Graph Convolutional Networks With Random Weights Feasible?},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {45},
number = {3},
pages = {2751--2768},
year = {2023},
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@article{DBLP:journals/pr/LiZCBLW23,
author = {Ming Li and
Lin Zhang and
Lixin Cui and
Lu Bai and
Zhao Li and
Xindong Wu},
title = {BLoG: Bootstrapped graph representation learning with local and global
regularization for recommendation},
journal = {Pattern Recognit.},
volume = {144},
pages = {109874},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2023.109874},
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timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
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@article{DBLP:journals/tacl/Qiang0Z00Y023,
author = {Jipeng Qiang and
Yang Li and
Chaowei Zhang and
Yun Li and
Yi Zhu and
Yunhao Yuan and
Xindong Wu},
title = {Chinese Idiom Paraphrasing},
journal = {Trans. Assoc. Comput. Linguistics},
volume = {11},
pages = {740--754},
year = {2023},
url = {https://doi.org/10.1162/tacl\_a\_00572},
doi = {10.1162/TACL\_A\_00572},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tacl/Qiang0Z00Y023.bib},
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@article{DBLP:journals/tai/ZhuWLQY23,
author = {Yi Zhu and
Xindong Wu and
Yun Li and
Jipeng Qiang and
Yunhao Yuan},
title = {Self-Adaptive Imbalanced Domain Adaptation With Deep Sparse Autoencoder},
journal = {{IEEE} Trans. Artif. Intell.},
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pages = {1293--1304},
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doi = {10.1109/TAI.2022.3196813},
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@article{DBLP:journals/tbd/LingLZWYW23,
author = {Zhaolong Ling and
Bo Li and
Yiwen Zhang and
Qingren Wang and
Kui Yu and
Xindong Wu},
title = {Causal Feature Selection With Efficient Spouses Discovery},
journal = {{IEEE} Trans. Big Data},
volume = {9},
number = {2},
pages = {555--568},
year = {2023},
url = {https://doi.org/10.1109/TBDATA.2022.3178472},
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timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/LingLZWYW23.bib},
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@article{DBLP:journals/tcss/SangXQW23,
author = {Lei Sang and
Min Xu and
Shengsheng Qian and
Xindong Wu},
title = {Adversarial Heterogeneous Graph Neural Network for Robust Recommendation},
journal = {{IEEE} Trans. Comput. Soc. Syst.},
volume = {10},
number = {5},
pages = {2660--2671},
year = {2023},
url = {https://doi.org/10.1109/TCSS.2023.3268683},
doi = {10.1109/TCSS.2023.3268683},
timestamp = {Sat, 14 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcss/SangXQW23.bib},
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@article{DBLP:journals/tcyb/WuHLGZW23,
author = {Youxi Wu and
Qian Hu and
Yan Li and
Lei Guo and
Xingquan Zhu and
Xindong Wu},
title = {OPP-Miner: Order-Preserving Sequential Pattern Mining for Time Series},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {5},
pages = {3288--3300},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2022.3169327},
doi = {10.1109/TCYB.2022.3169327},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WuHLGZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/WuLZBW23,
author = {Gongqing Wu and
Zhenya Lu and
Xingrui Zhuo and
Xianyu Bao and
Xindong Wu},
title = {Semantic Fusion Enhanced Event Detection via Multi-Graph Attention
Network with Skip Connection},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {7},
number = {3},
pages = {931--941},
year = {2023},
url = {https://doi.org/10.1109/TETCI.2022.3229414},
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timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/WuLZBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tii/DengZWHXW23,
author = {Song Deng and
Jiantang Zhang and
Di Wu and
Yi He and
Xiangpeng Xie and
Xindong Wu},
title = {A Quantitative Risk Assessment Model for Distribution Cyber-Physical
System Under Cyberattack},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {19},
number = {3},
pages = {2899--2908},
year = {2023},
url = {https://doi.org/10.1109/TII.2022.3169456},
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timestamp = {Fri, 28 Jun 2024 01:00:00 +0200},
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@article{DBLP:journals/tkdd/ZhangLLW23,
author = {Zan Zhang and
Lin Liu and
Jiuyong Li and
Xindong Wu},
title = {Integrating Global and Local Feature Selection for Multi-Label Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {1},
pages = {4:1--4:37},
year = {2023},
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doi = {10.1145/3532190},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangLLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiYTCW23,
author = {Lei Li and
Mengjiao Yan and
Zhenchao Tao and
Huanhuan Chen and
Xindong Wu},
title = {Semi-Supervised Graph Pattern Matching and Rematching for Expert Community
Location},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {1},
pages = {6:1--6:26},
year = {2023},
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doi = {10.1145/3532623},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiYTCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkdd/WuCLLLLW23,
author = {Youxi Wu and
Mingjie Chen and
Yan Li and
Jing Liu and
Zhao Li and
Jinyan Li and
Xindong Wu},
title = {ONP-Miner: One-off Negative Sequential Pattern Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {3},
pages = {37:1--37:24},
year = {2023},
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doi = {10.1145/3549940},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuCLLLLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkdd/JiangYHLWW23,
author = {Xin Jiang and
Zhengxin Yu and
Chao Hai and
Hongbo Liu and
Xindong Wu and
Tom{\'{a}}s Ward},
title = {DNformer: Temporal Link Prediction with Transfer Learning in Dynamic
Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {3},
pages = {43:1--43:21},
year = {2023},
url = {https://doi.org/10.1145/3551892},
doi = {10.1145/3551892},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/JiangYHLWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkdd/WuZXLBW23,
author = {Gongqing Wu and
Liangzhu Zhou and
Jiazhu Xia and
Lei Li and
Xianyu Bao and
Xindong Wu},
title = {Crowdsourcing Truth Inference Based on Label Confidence Clustering},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {4},
pages = {46:1--46:20},
year = {2023},
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doi = {10.1145/3556545},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuZXLBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkdd/WuZBHHW23,
author = {Gongqing Wu and
Xingrui Zhuo and
Xianyu Bao and
Xuegang Hu and
Richang Hong and
Xindong Wu},
title = {Crowdsourcing Truth Inference via Reliability-Driven Multi-View Graph
Embedding},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {5},
pages = {65:1--65:26},
year = {2023},
url = {https://doi.org/10.1145/3565576},
doi = {10.1145/3565576},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuZBHHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkdd/LiLZCW23,
author = {Lei Li and
Zhiyuan Liu and
Zan Zhang and
Huanhuan Chen and
Xindong Wu},
title = {Three-way Preference Completion via Preference Graph},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {6},
pages = {89:1--89:19},
year = {2023},
url = {https://doi.org/10.1145/3580368},
doi = {10.1145/3580368},
timestamp = {Wed, 17 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiLZCW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkdd/ZhangZYLLWW23,
author = {Zan Zhang and
Zhe Zhang and
Jialu Yao and
Lin Liu and
Jiuyong Li and
Gongqing Wu and
Xindong Wu},
title = {Multi-Label Feature Selection Via Adaptive Label Correlation Estimation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {17},
number = {9},
pages = {134:1--134:28},
year = {2023},
url = {https://doi.org/10.1145/3604560},
doi = {10.1145/3604560},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhangZYLLWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/WuJZB23,
author = {Xindong Wu and
Tingting Jiang and
Yi Zhu and
Chenyang Bu},
title = {Knowledge Graph for China's Genealogy\({}^{\mbox{1}}\)1.A shorter
version of this paper won the Best Paper Award at {IEEE} {ICKG} 2020
(the 11th {IEEE} International Conference on Knowledge Graph, ickg
2020.bigke.org)},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {1},
pages = {634--646},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3073745},
doi = {10.1109/TKDE.2021.3073745},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WuJZB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/YouWXLPCSW23,
author = {Dianlong You and
Yang Wang and
Jiawei Xiao and
Yaojin Lin and
Maosheng Pan and
Zhen Chen and
Limin Shen and
Xindong Wu},
title = {Online Multi-Label Streaming Feature Selection With Label Correlation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {3},
pages = {2901--2915},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3113514},
doi = {10.1109/TKDE.2021.3113514},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YouWXLPCSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/XueZNW23,
author = {Xiaojun Xue and
Chunxia Zhang and
Zhendong Niu and
Xindong Wu},
title = {Multi-Level Attention Map Network for Multimodal Sentiment Analysis},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {5},
pages = {5105--5118},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3155290},
doi = {10.1109/TKDE.2022.3155290},
timestamp = {Sat, 29 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XueZNW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/LinLZHZW23,
author = {Yaojin Lin and
Haoyang Liu and
Hong Zhao and
Qinghua Hu and
Xingquan Zhu and
Xindong Wu},
title = {Hierarchical Feature Selection Based on Label Distribution Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {6},
pages = {5964--5976},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3177246},
doi = {10.1109/TKDE.2022.3177246},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LinLZHZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/LingLZYZLW23,
author = {Zhaolong Ling and
Ying Li and
Yiwen Zhang and
Kui Yu and
Peng Zhou and
Bo Li and
Xindong Wu},
title = {A Light Causal Feature Selection Approach to High-Dimensional Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {8},
pages = {7639--7650},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3218786},
doi = {10.1109/TKDE.2022.3218786},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LingLZYZLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Pei{-}Pei Li and
Haixiang Zhang and
Xuegang Hu and
Xindong Wu},
title = {High-Dimensional Multi-Label Data Stream Classification With Concept
Drifting Detection},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {8},
pages = {8085--8099},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3200068},
doi = {10.1109/TKDE.2022.3200068},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiZHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/LiZLSQWW23,
author = {Yan Li and
Chang Zhang and
Jie Li and
Wei Song and
Zhenlian Qi and
Youxi Wu and
Xindong Wu},
title = {MCoR-Miner: Maximal Co-Occurrence Nonoverlapping Sequential Rule Mining},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {9},
pages = {9531--9546},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3241213},
doi = {10.1109/TKDE.2023.3241213},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiZLSQWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YouXWYWCSW23,
author = {Dianlong You and
Jiawei Xiao and
Yang Wang and
Huigui Yan and
Di Wu and
Zhen Chen and
Limin Shen and
Xindong Wu},
title = {Online Learning From Incomplete and Imbalanced Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {10},
pages = {10650--10665},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2023.3250472},
doi = {10.1109/TKDE.2023.3250472},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YouXWYWCSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangWYW23,
author = {Yuhong Zhang and
Jianqing Wu and
Kui Yu and
Xindong Wu},
title = {Independent Relation Representation With Line Graph for Cross-Lingual
Entity Alignment},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11503--11514},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3232138},
doi = {10.1109/TKDE.2022.3232138},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangWYW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/WuZLGZFW23,
author = {Youxi Wu and
Xiaoqian Zhao and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {OPR-Miner: Order-Preserving Rule Mining for Time Series},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11722--11735},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3224963},
doi = {10.1109/TKDE.2022.3224963},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuZLGZFW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkde/WuZZBHW23,
author = {Gongqing Wu and
Xingrui Zhuo and
Liangzhu Zhou and
Xianyu Bao and
Richang Hong and
Xindong Wu},
title = {{TIRA:} Truth Inference via Reliability Aggregation on Object-Source
Graph},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {11},
pages = {11967--11981},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2022.3225308},
doi = {10.1109/TKDE.2022.3225308},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuZZBHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YouLLSOYSW23,
author = {Dianlong You and
Ruiqi Li and
Shunpan Liang and
Miaomiao Sun and
Xinju Ou and
Fuyong Yuan and
Limin Shen and
Xindong Wu},
title = {Online Causal Feature Selection for Streaming Features},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {3},
pages = {1563--1577},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2021.3105585},
doi = {10.1109/TNNLS.2021.3105585},
timestamp = {Sat, 11 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/YouLLSOYSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhouWZZW23,
author = {Peng Zhou and
Ni Wang and
Shu Zhao and
Yanping Zhang and
Xindong Wu},
title = {Difficult Novel Class Detection in Semisupervised Streaming Data},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {34},
number = {10},
pages = {6872--6886},
year = {2023},
url = {https://doi.org/10.1109/TNNLS.2022.3213682},
doi = {10.1109/TNNLS.2022.3213682},
timestamp = {Fri, 27 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhouWZZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dexa/WangDLWBW23,
author = {Ru Wang and
Bingbing Dong and
Tianyang Li and
Meng Wu and
Chenyang Bu and
Xindong Wu},
editor = {Christine Strauss and
Toshiyuki Amagasa and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {User Interaction-Aware Knowledge Graphs for Recommender Systems},
booktitle = {Database and Expert Systems Applications - 34th International Conference,
{DEXA} 2023, Penang, Malaysia, August 28-30, 2023, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {14147},
pages = {18--32},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39821-6\_2},
doi = {10.1007/978-3-031-39821-6\_2},
timestamp = {Fri, 06 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dexa/WangDLWBW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dms/0002LBY023,
author = {Yuhong Zhang and
Dan Lu and
Chenyang Bu and
Kui Yu and
Xindong Wu},
editor = {Shi{-}Kuo Chang},
title = {Cross-Knowledge Graph Relation Completion for Non-isomorphic Cross-lingual
Entity Alignment},
booktitle = {The 29th International {DMS} Conference on Visualization and Visual
Languages, {DMSVIVA} 2023, {KSIR} Virtual Conference Center, USA,
June 29 - July 3, 2023},
pages = {24--31},
publisher = {{KSI} Research Inc.},
year = {2023},
url = {https://doi.org/10.18293/DMSVIVA2023-051},
doi = {10.18293/DMSVIVA2023-051},
timestamp = {Wed, 06 Sep 2023 16:47:24 +0200},
biburl = {https://dblp.org/rec/conf/dms/0002LBY023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhuLW023,
author = {Jiajing Zhu and
Yongguo Liu and
Chuanbiao Wen and
Xindong Wu},
title = {{DGDFS:} Dependence Guided Discriminative Feature Selection for Predicting
Adverse Drug-Drug Interaction : Extended Abstract},
booktitle = {39th {IEEE} International Conference on Data Engineering, {ICDE} 2023,
Anaheim, CA, USA, April 3-7, 2023},
pages = {3841--3842},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDE55515.2023.00347},
doi = {10.1109/ICDE55515.2023.00347},
timestamp = {Thu, 27 Jul 2023 14:59:05 +0200},
biburl = {https://dblp.org/rec/conf/icde/ZhuLW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangDZGZSJS023,
author = {Fei Huang and
Yi Deng and
Chen Zhang and
Menghao Guo and
Kai Zhan and
Shanxin Sun and
Jinling Jiang and
Zeyi Sun and
Xindong Wu},
editor = {Jihe Wang and
Yi He and
Thang N. Dinh and
Christan Grant and
Meikang Qiu and
Witold Pedrycz},
title = {{KOSA:} {KO} Enhanced Salary Analytics based on Knowledge Graph and
{LLM} Capabilities},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023 - Workshops,
Shanghai, China, December 4, 2023},
pages = {499--505},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDMW60847.2023.00071},
doi = {10.1109/ICDMW60847.2023.00071},
timestamp = {Sun, 03 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangDZGZSJS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuBDJH023,
author = {Xiaoyu Zhu and
Chenyang Bu and
Bingbing Dong and
Shengwei Ji and
Yi He and
Xindong Wu},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{IKGN:} Intention-aware Knowledge Graph Network for {POI} Recommendation},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {908--917},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00100},
doi = {10.1109/ICDM58522.2023.00100},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhuBDJH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/00010BLKRT23,
author = {Xindong Wu and
Xingquan Zhu and
Elena Baralis and
Ruqian Lu and
Vipin Kumar and
Leszek Rutkowski and
Jie Tang},
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {On Computing Paradigms - Where Will Large Language Models Be Going},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
pages = {1577--1582},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023.00211},
doi = {10.1109/ICDM58522.2023.00211},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/00010BLKRT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HeSS023,
author = {Yi He and
Christian Schreckenberger and
Heiner Stuckenschmidt and
Xindong Wu},
title = {Towards Utilitarian Online Learning - {A} Review of Online Algorithms
in Open Feature Space},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {6647--6655},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/745},
doi = {10.24963/IJCAI.2023/745},
timestamp = {Thu, 27 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/HeSS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/XieLJW23,
author = {Zexian Xie and
Peipei Li and
Jinling Jiang and
Xindong Wu},
title = {Semi-supervised Multi-Label Learning with Missing Labels via Correlation
Information},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191722},
doi = {10.1109/IJCNN54540.2023.10191722},
timestamp = {Fri, 11 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/XieLJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbk/2023,
editor = {Victor S. Sheng and
Chindo Hicks and
Charles Ling and
Vijay Raghavan and
Xindong Wu},
title = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2023, Shanghai,
China, December 1-2, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICKG59574.2023},
doi = {10.1109/ICKG59574.2023},
isbn = {979-8-3503-0709-2},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2023,
editor = {Guihai Chen and
Latifur Khan and
Xiaofeng Gao and
Meikang Qiu and
Witold Pedrycz and
Xindong Wu},
title = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
China, December 1-4, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICDM58522.2023},
doi = {10.1109/ICDM58522.2023},
isbn = {979-8-3503-0788-7},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-12630,
author = {Yan Li and
Chang Zhang and
Jie Li and
Wei Song and
Zhenlian Qi and
Youxi Wu and
Xindong Wu},
title = {Maximal co-occurrence nonoverlapping sequential rule mining},
journal = {CoRR},
volume = {abs/2301.12630},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.12630},
doi = {10.48550/ARXIV.2301.12630},
eprinttype = {arXiv},
eprint = {2301.12630},
timestamp = {Wed, 17 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-12630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05019,
author = {Lingfeng Zhong and
Jia Wu and
Qian Li and
Hao Peng and
Xindong Wu},
title = {A Comprehensive Survey on Automatic Knowledge Graph Construction},
journal = {CoRR},
volume = {abs/2302.05019},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.05019},
doi = {10.48550/ARXIV.2302.05019},
eprinttype = {arXiv},
eprint = {2302.05019},
timestamp = {Thu, 15 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-05019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-08302,
author = {Shirui Pan and
Linhao Luo and
Yufei Wang and
Chen Chen and
Jiapu Wang and
Xindong Wu},
title = {Unifying Large Language Models and Knowledge Graphs: {A} Roadmap},
journal = {CoRR},
volume = {abs/2306.08302},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.08302},
doi = {10.48550/ARXIV.2306.08302},
eprinttype = {arXiv},
eprint = {2306.08302},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-08302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-10336,
author = {Zhaolong Ling and
Jingxuan Wu and
Yiwen Zhang and
Peng Zhou and
Xingyu Wu and
Kui Yu and
Xindong Wu},
title = {Fair Causal Feature Selection},
journal = {CoRR},
volume = {abs/2306.10336},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.10336},
doi = {10.48550/ARXIV.2306.10336},
eprinttype = {arXiv},
eprint = {2306.10336},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-10336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-11489,
author = {Linyao Yang and
Hongyang Chen and
Zhao Li and
Xiao Ding and
Xindong Wu},
title = {ChatGPT is not Enough: Enhancing Large Language Models with Knowledge
Graphs for Fact-aware Language Modeling},
journal = {CoRR},
volume = {abs/2306.11489},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.11489},
doi = {10.48550/ARXIV.2306.11489},
eprinttype = {arXiv},
eprint = {2306.11489},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-11489.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-11767,
author = {Ahmed Abdeen Hamed and
Xindong Wu},
title = {Improving Detection of ChatGPT-Generated Fake Science Using Real Publication
Text: Introducing xFakeBibs a Supervised-Learning Network Algorithm},
journal = {CoRR},
volume = {abs/2308.11767},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.11767},
doi = {10.48550/ARXIV.2308.11767},
eprinttype = {arXiv},
eprint = {2308.11767},
timestamp = {Wed, 30 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-11767.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-02612,
author = {Youxi Wu and
Yufei Meng and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {Top-k contrast order-preserving pattern mining for time series classification},
journal = {CoRR},
volume = {abs/2310.02612},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.02612},
doi = {10.48550/ARXIV.2310.02612},
eprinttype = {arXiv},
eprint = {2310.02612},
timestamp = {Mon, 23 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-02612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-09667,
author = {Meng Geng and
Youxi Wu and
Yan Li and
Jing Liu and
Philippe Fournier{-}Viger and
Xingquan Zhu and
Xindong Wu},
title = {Repetitive nonoverlapping sequential pattern mining},
journal = {CoRR},
volume = {abs/2311.09667},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.09667},
doi = {10.48550/ARXIV.2311.09667},
eprinttype = {arXiv},
eprint = {2311.09667},
timestamp = {Sun, 21 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-09667.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WangWLYFW22,
author = {Yuehua Wang and
Youxi Wu and
Yan Li and
Fang Yao and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {Self-adaptive nonoverlapping sequential pattern mining},
journal = {Appl. Intell.},
volume = {52},
number = {6},
pages = {6646--6661},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02763-y},
doi = {10.1007/S10489-021-02763-Y},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WangWLYFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiZGLWW22,
author = {Yan Li and
Shuai Zhang and
Lei Guo and
Jing Liu and
Youxi Wu and
Xindong Wu},
title = {NetNMSP: Nonoverlapping maximal sequential pattern mining},
journal = {Appl. Intell.},
volume = {52},
number = {9},
pages = {9861--9884},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-02912-3},
doi = {10.1007/S10489-021-02912-3},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LiZGLWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiYLGWW22,
author = {Yan Li and
Lei Yu and
Jing Liu and
Lei Guo and
Youxi Wu and
Xindong Wu},
title = {NetDPO: (delta, gamma)-approximate pattern matching with gap constraints
under one-off condition},
journal = {Appl. Intell.},
volume = {52},
number = {11},
pages = {12155--12174},
year = {2022},
url = {https://doi.org/10.1007/s10489-021-03000-2},
doi = {10.1007/S10489-021-03000-2},
timestamp = {Tue, 11 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LiYLGWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/LiuLLZW22,
author = {Huiting Liu and
Qian Liu and
Peipei Li and
Peng Zhao and
Xindong Wu},
title = {A deep selective learning network for cross-domain recommendation},
journal = {Appl. Soft Comput.},
volume = {125},
pages = {109160},
year = {2022},
url = {https://doi.org/10.1016/j.asoc.2022.109160},
doi = {10.1016/J.ASOC.2022.109160},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/LiuLLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bdr/ZhengLW22,
author = {Xiulin Zheng and
Pei{-}Pei Li and
Xindong Wu},
title = {Data Stream Classification Based on Extreme Learning Machine: {A}
Review},
journal = {Big Data Res.},
volume = {30},
pages = {100356},
year = {2022},
url = {https://doi.org/10.1016/j.bdr.2022.100356},
doi = {10.1016/J.BDR.2022.100356},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bdr/ZhengLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dint/LiXZCW22,
author = {Lei Li and
Minghe Xue and
Zan Zhang and
Huanhuan Chen and
Xindong Wu},
title = {Certainty-based Preference Completion},
journal = {Data Intell.},
volume = {4},
number = {1},
pages = {112--133},
year = {2022},
url = {https://doi.org/10.1162/dint\_a\_00115},
doi = {10.1162/DINT\_A\_00115},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dint/LiXZCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhouZLW22,
author = {Peng Zhou and
Yunyun Zhang and
Peipei Li and
Xindong Wu},
title = {General assembly framework for online streaming feature selection
via Rough Set models},
journal = {Expert Syst. Appl.},
volume = {204},
pages = {117520},
year = {2022},
url = {https://doi.org/10.1016/j.eswa.2022.117520},
doi = {10.1016/J.ESWA.2022.117520},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhouZLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/WuJLJW22,
author = {Youxi Wu and
Bojing Jian and
Yan Li and
He Jiang and
Xindong Wu},
title = {NetNDP: Nonoverlapping (delta, gamma)-approximate pattern matching},
journal = {Intell. Data Anal.},
volume = {26},
number = {6},
pages = {1661--1682},
year = {2022},
url = {https://doi.org/10.3233/IDA-216325},
doi = {10.3233/IDA-216325},
timestamp = {Fri, 03 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/WuJLJW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/WuYLGFW22,
author = {Youxi Wu and
Zhu Yuan and
Yan Li and
Lei Guo and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {NWP-Miner: Nonoverlapping weak-gap sequential pattern mining},
journal = {Inf. Sci.},
volume = {588},
pages = {124--141},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.12.064},
doi = {10.1016/J.INS.2021.12.064},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WuYLGFW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/YouSLLWXYSW22,
author = {Dianlong You and
Miaomiao Sun and
Shunpan Liang and
Ruiqi Li and
Yang Wang and
Jiawei Xiao and
Fuyong Yuan and
Limin Shen and
Xindong Wu},
title = {Online feature selection for multi-source streaming features},
journal = {Inf. Sci.},
volume = {590},
pages = {267--295},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2022.01.008},
doi = {10.1016/J.INS.2022.01.008},
timestamp = {Mon, 21 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/YouSLLWXYSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhuLZCW22,
author = {Jiajing Zhu and
Yongguo Liu and
Yun Zhang and
Zhi Chen and
Xindong Wu},
title = {Multi-Attribute Discriminative Representation Learning for Prediction
of Adverse Drug-Drug Interaction},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {44},
number = {12},
pages = {10129--10144},
year = {2022},
url = {https://doi.org/10.1109/TPAMI.2021.3135841},
doi = {10.1109/TPAMI.2021.3135841},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhuLZCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JiangBZW22,
author = {Tingting Jiang and
Chenyang Bu and
Yi Zhu and
Xindong Wu},
title = {Combining embedding-based and symbol-based methods for entity alignment},
journal = {Pattern Recognit.},
volume = {124},
pages = {108433},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2021.108433},
doi = {10.1016/J.PATCOG.2021.108433},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/JiangBZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhuWQHZL22,
author = {Yi Zhu and
Xindong Wu and
Jipeng Qiang and
Xuegang Hu and
Yuhong Zhang and
Pei{-}Pei Li},
title = {Representation learning with deep sparse auto-encoder for multi-task
learning},
journal = {Pattern Recognit.},
volume = {129},
pages = {108742},
year = {2022},
url = {https://doi.org/10.1016/j.patcog.2022.108742},
doi = {10.1016/J.PATCOG.2022.108742},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhuWQHZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/LiHYCMQW22,
author = {He Li and
Jianbin Huang and
Hang Yuan and
Jiangtao Cui and
Xiaoke Ma and
Shaojie Qiao and
Xindong Wu},
title = {A Two-Phase Method to Balance the Result of Distributed Graph Repartitioning},
journal = {{IEEE} Trans. Big Data},
volume = {8},
number = {6},
pages = {1580--1591},
year = {2022},
url = {https://doi.org/10.1109/TBDATA.2021.3070194},
doi = {10.1109/TBDATA.2021.3070194},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/LiHYCMQW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/YangWYCW22,
author = {Shuai Yang and
Hao Wang and
Kui Yu and
Fuyuan Cao and
Xindong Wu},
title = {Towards Efficient Local Causal Structure Learning},
journal = {{IEEE} Trans. Big Data},
volume = {8},
number = {6},
pages = {1592--1609},
year = {2022},
url = {https://doi.org/10.1109/TBDATA.2021.3062937},
doi = {10.1109/TBDATA.2021.3062937},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/YangWYCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YangYCWW22,
author = {Shuai Yang and
Kui Yu and
Fuyuan Cao and
Hao Wang and
Xindong Wu},
title = {Dual-Representation-Based Autoencoder for Domain Adaptation},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {8},
pages = {7464--7477},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2020.3040763},
doi = {10.1109/TCYB.2020.3040763},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/YangYCWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WuWLZW22,
author = {Youxi Wu and
Yuehua Wang and
Yan Li and
Xingquan Zhu and
Xindong Wu},
title = {Top-k Self-Adaptive Contrast Sequential Pattern Mining},
journal = {{IEEE} Trans. Cybern.},
volume = {52},
number = {11},
pages = {11819--11833},
year = {2022},
url = {https://doi.org/10.1109/TCYB.2021.3082114},
doi = {10.1109/TCYB.2021.3082114},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WuWLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiDCW22,
author = {Lei Li and
Ping Ding and
Huanhuan Chen and
Xindong Wu},
title = {Frequent Pattern Mining in Big Social Graphs},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {6},
number = {3},
pages = {638--648},
year = {2022},
url = {https://doi.org/10.1109/TETCI.2021.3067017},
doi = {10.1109/TETCI.2021.3067017},
timestamp = {Mon, 13 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/LiDCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LiJBZW22,
author = {Lei Li and
Lan Jiang and
Chenyang Bu and
Yi Zhu and
Xindong Wu},
title = {Interval-Valued Intuitionistic Fuzzy Decision With Graph Pattern in
Big Graph},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {6},
number = {5},
pages = {1057--1067},
year = {2022},
url = {https://doi.org/10.1109/TETCI.2022.3141062},
doi = {10.1109/TETCI.2022.3141062},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/LiJBZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/ZhuLZCW22,
author = {Jiajing Zhu and
Yongguo Liu and
Yun Zhang and
Zhi Chen and
Xindong Wu},
title = {Adaptive Regularized Multiattribute Fuzzy Distance Learning for Predicting
Adverse Drug-Drug Interaction},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {30},
number = {12},
pages = {5297--5311},
year = {2022},
url = {https://doi.org/10.1109/TFUZZ.2022.3173379},
doi = {10.1109/TFUZZ.2022.3173379},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/ZhuLZCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/DengCZW22,
author = {Song Deng and
Qingyuan Cai and
Zi Zhang and
Xindong Wu},
title = {User Behavior Analysis Based on Stacked Autoencoder and Clustering
in Complex Power Grid Environment},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {23},
number = {12},
pages = {25521--25535},
year = {2022},
url = {https://doi.org/10.1109/TITS.2021.3076607},
doi = {10.1109/TITS.2021.3076607},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/DengCZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LinHLZW22,
author = {Yaojin Lin and
Qinghua Hu and
Jinghua Liu and
Xingquan Zhu and
Xindong Wu},
title = {{MULFE:} Multi-Label Learning via Label-Specific Feature Space Ensemble},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {1},
pages = {5:1--5:24},
year = {2022},
url = {https://doi.org/10.1145/3451392},
doi = {10.1145/3451392},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LinHLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuLLGFZW22,
author = {Youxi Wu and
Lanfang Luo and
Yan Li and
Lei Guo and
Philippe Fournier{-}Viger and
Xingquan Zhu and
Xindong Wu},
title = {NTP-Miner: Nonoverlapping Three-Way Sequential Pattern Mining},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {3},
pages = {51:1--51:21},
year = {2022},
url = {https://doi.org/10.1145/3480245},
doi = {10.1145/3480245},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuLLGFZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLLW22,
author = {Guliu Liu and
Lei Li and
Guanfeng Liu and
Xindong Wu},
title = {Social Group Query Based on Multi-Fuzzy-Constrained Strong Simulation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {3},
pages = {54:1--54:27},
year = {2022},
url = {https://doi.org/10.1145/3481640},
doi = {10.1145/3481640},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuLLW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhouZYW22,
author = {Peng Zhou and
Shu Zhao and
Yuan{-}Ting Yan and
Xindong Wu},
title = {Online Scalable Streaming Feature Selection via Dynamic Decision},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {5},
pages = {87:1--87:20},
year = {2022},
url = {https://doi.org/10.1145/3502737},
doi = {10.1145/3502737},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/ZhouZYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LingYLLZW22,
author = {Zhaolong Ling and
Kui Yu and
Lin Liu and
Jiuyong Li and
Yiwen Zhang and
Xindong Wu},
title = {{PSL:} An Algorithm for Partial Bayesian Network Structure Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {5},
pages = {93:1--93:25},
year = {2022},
url = {https://doi.org/10.1145/3508071},
doi = {10.1145/3508071},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LingYLLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/MaWLGJZW22,
author = {Pengfei Ma and
Youxi Wu and
Yan Li and
Lei Guo and
He Jiang and
Xingquan Zhu and
Xindong Wu},
title = {HW-Forest: Deep Forest with Hashing Screening and Window Screening},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {16},
number = {6},
pages = {123:1--123:24},
year = {2022},
url = {https://doi.org/10.1145/3532193},
doi = {10.1145/3532193},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/MaWLGJZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuLWW22,
author = {Jiajing Zhu and
Yongguo Liu and
Chuanbiao Wen and
Xindong Wu},
title = {{DGDFS:} Dependence Guided Discriminative Feature Selection for Predicting
Adverse Drug-Drug Interaction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {1},
pages = {271--285},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.2978055},
doi = {10.1109/TKDE.2020.2978055},
timestamp = {Sat, 25 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhuLWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QiangQLYW22,
author = {Jipeng Qiang and
Zhenyu Qian and
Yun Li and
Yunhao Yuan and
Xindong Wu},
title = {Short Text Topic Modeling Techniques, Applications, and Performance:
{A} Survey},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {3},
pages = {1427--1445},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.2992485},
doi = {10.1109/TKDE.2020.2992485},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/QiangQLYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuLSHWW22,
author = {Di Wu and
Xin Luo and
Mingsheng Shang and
Yi He and
Guoyin Wang and
Xindong Wu},
title = {A Data-Characteristic-Aware Latent Factor Model for Web Services QoS
Prediction},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {6},
pages = {2525--2538},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3014302},
doi = {10.1109/TKDE.2020.3014302},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WuLSHWW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangFHHW22,
author = {Meng Wang and
Weijie Fu and
Xiangnan He and
Shijie Hao and
Xindong Wu},
title = {A Survey on Large-Scale Machine Learning},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {34},
number = {6},
pages = {2574--2594},
year = {2022},
url = {https://doi.org/10.1109/TKDE.2020.3015777},
doi = {10.1109/TKDE.2020.3015777},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangFHHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmis/WuZW22,
author = {Xindong Wu and
Xingquan Zhu and
Minghui Wu},
title = {The Evolution of Search: Three Computing Paradigms},
journal = {{ACM} Trans. Manag. Inf. Syst.},
volume = {13},
number = {2},
pages = {20:1--20:20},
year = {2022},
url = {https://doi.org/10.1145/3495214},
doi = {10.1145/3495214},
timestamp = {Wed, 18 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmis/WuZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmis/WuWLGLZW22,
author = {Youxi Wu and
Xiaohui Wang and
Yan Li and
Lei Guo and
Zhao Li and
Ji Zhang and
Xindong Wu},
title = {OWSP-Miner: Self-adaptive One-off Weak-gap Strong Pattern Mining},
journal = {{ACM} Trans. Manag. Inf. Syst.},
volume = {13},
number = {3},
pages = {25:1--25:23},
year = {2022},
url = {https://doi.org/10.1145/3476247},
doi = {10.1145/3476247},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tmis/WuWLGLZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/WuCBJZS22,
author = {Xindong Wu and
Hao Chen and
Chenyang Bu and
Shengwei Ji and
Zan Zhang and
Victor S. Sheng},
editor = {Peipei Li and
Kui Yu and
Nitesh V. Chawla and
Ronen Feldman and
Qing Li and
Xindong Wu},
title = {{HUSS:} {A} Heuristic Method for Understanding the Semantic Structure
of Spreadsheets},
booktitle = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
pages = {329--336},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICKG55886.2022.00049},
doi = {10.1109/ICKG55886.2022.00049},
timestamp = {Thu, 23 Feb 2023 14:32:02 +0100},
biburl = {https://dblp.org/rec/conf/icbk/WuCBJZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BuZYW022,
author = {Chenyang Bu and
Jiawei Zhang and
Xingchen Yu and
Le Wu and
Xindong Wu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Which Companies are Likely to Invest: Knowledge-graph-based Recommendation
for Investment Promotion},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {11--20},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00011},
doi = {10.1109/ICDM54844.2022.00011},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/BuZYW022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/DongZL0B022,
author = {Bingbing Dong and
Zan Zhang and
Jiao Li and
Yi Zhu and
Chenyang Bu and
Xindong Wu},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Hypernode: Entity Fusion for Data Traceability and Link Prediction},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {111--120},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00021},
doi = {10.1109/ICDM54844.2022.00021},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/DongZL0B022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbk/2022,
editor = {Peipei Li and
Kui Yu and
Nitesh V. Chawla and
Ronen Feldman and
Qing Li and
Xindong Wu},
title = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
FL, USA, November 30 - Dec. 1, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICKG55886.2022},
doi = {10.1109/ICKG55886.2022},
isbn = {978-1-6654-5101-7},
timestamp = {Thu, 23 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2022,
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022},
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isbn = {978-1-6654-5099-7},
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biburl = {https://dblp.org/rec/conf/icdm/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2202-03140,
author = {Youxi Wu and
Qian Hu and
Yan Li and
Lei Guo and
Xingquan Zhu and
Xindong Wu},
title = {OPP-Miner: Order-preserving sequential pattern mining},
journal = {CoRR},
volume = {abs/2202.03140},
year = {2022},
url = {https://arxiv.org/abs/2202.03140},
eprinttype = {arXiv},
eprint = {2202.03140},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-03140.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/corr/abs-2202-11345,
author = {Yi Zhu and
Xinke Zhou and
Jipeng Qiang and
Yun Li and
Yunhao Yuan and
Xindong Wu},
title = {Prompt-Learning for Short Text Classification},
journal = {CoRR},
volume = {abs/2202.11345},
year = {2022},
url = {https://arxiv.org/abs/2202.11345},
eprinttype = {arXiv},
eprint = {2202.11345},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-11345.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-11639,
author = {Yuling Li and
Kui Yu and
Yuhong Zhang and
Xindong Wu},
title = {Learning Relation-Specific Representations for Few-shot Knowledge
Graph Completion},
journal = {CoRR},
volume = {abs/2203.11639},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.11639},
doi = {10.48550/ARXIV.2203.11639},
eprinttype = {arXiv},
eprint = {2203.11639},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-11639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-07555,
author = {Jipeng Qiang and
Yang Li and
Chaowei Zhang and
Yun Li and
Yunhao Yuan and
Yi Zhu and
Xindong Wu},
title = {Chinese Idiom Paraphrasing},
journal = {CoRR},
volume = {abs/2204.07555},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.07555},
doi = {10.48550/ARXIV.2204.07555},
eprinttype = {arXiv},
eprint = {2204.07555},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-07555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-11190,
author = {Yutong Qu and
Wei Emma Zhang and
Jian Yang and
Lingfei Wu and
Jia Wu and
Xindong Wu},
title = {Embedding Knowledge for Document Summarization: {A} Survey},
journal = {CoRR},
volume = {abs/2204.11190},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.11190},
doi = {10.48550/ARXIV.2204.11190},
eprinttype = {arXiv},
eprint = {2204.11190},
timestamp = {Tue, 11 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-11190.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11950,
author = {Youxi Wu and
Mingjie Chen and
Yan Li and
Jing Liu and
Zhao Li and
Jinyan Li and
Xindong Wu},
title = {One-off Negative Sequential Pattern Mining},
journal = {CoRR},
volume = {abs/2207.11950},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11950},
doi = {10.48550/ARXIV.2207.11950},
eprinttype = {arXiv},
eprint = {2207.11950},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11950.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-11951,
author = {Pengfei Ma and
Youxi Wu and
Yan Li and
Lei Guo and
He Jiang and
Xingquan Zhu and
Xindong Wu},
title = {Deep Forest with Hashing Screening and Window Screening},
journal = {CoRR},
volume = {abs/2207.11951},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.11951},
doi = {10.48550/ARXIV.2207.11951},
eprinttype = {arXiv},
eprint = {2207.11951},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-11951.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-02949,
author = {Youxi Wu and
Bojing Jian and
Yan Li and
He Jiang and
Xindong Wu},
title = {Nonoverlapping (delta, gamma)-approximate pattern matching},
journal = {CoRR},
volume = {abs/2209.02949},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.02949},
doi = {10.48550/ARXIV.2209.02949},
eprinttype = {arXiv},
eprint = {2209.02949},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-02949.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08932,
author = {Youxi Wu and
Xiaoqian Zhao and
Yan Li and
Lei Guo and
Xingquan Zhu and
Philippe Fournier{-}Viger and
Xindong Wu},
title = {OPR-Miner: Order-preserving rule mining for time series},
journal = {CoRR},
volume = {abs/2209.08932},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08932},
doi = {10.48550/ARXIV.2209.08932},
eprinttype = {arXiv},
eprint = {2209.08932},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08932.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-02702,
author = {Fei Jie and
Chunpai Wang and
Feng Chen and
Lei Li and
Xindong Wu},
title = {Block-Structured Optimization for Subgraph Detection in Interdependent
Networks},
journal = {CoRR},
volume = {abs/2210.02702},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.02702},
doi = {10.48550/ARXIV.2210.02702},
eprinttype = {arXiv},
eprint = {2210.02702},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-02702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/YuGLLWLW20,
author = {Kui Yu and
Xianjie Guo and
Lin Liu and
Jiuyong Li and
Hao Wang and
Zhaolong Ling and
Xindong Wu},
title = {Causality-based Feature Selection: Methods and Evaluations},
journal = {{ACM} Comput. Surv.},
volume = {53},
number = {5},
pages = {111:1--111:36},
year = {2021},
url = {https://doi.org/10.1145/3409382},
doi = {10.1145/3409382},
timestamp = {Wed, 23 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csur/YuGLLWLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/SangXQW21,
author = {Lei Sang and
Min Xu and
Shengsheng Qian and
Xindong Wu},
title = {Knowledge graph enhanced neural collaborative recommendation},
journal = {Expert Syst. Appl.},
volume = {164},
pages = {113992},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2020.113992},
doi = {10.1016/J.ESWA.2020.113992},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/SangXQW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WuLLGW21,
author = {Youxi Wu and
Rong Lei and
Yan Li and
Lei Guo and
Xindong Wu},
title = {HAOP-Miner: Self-adaptive high-average utility one-off sequential
pattern mining},
journal = {Expert Syst. Appl.},
volume = {184},
pages = {115449},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115449},
doi = {10.1016/J.ESWA.2021.115449},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/WuLLGW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LiuZLZW21,
author = {Huiting Liu and
Jindou Zhao and
Peipei Li and
Peng Zhao and
Xindong Wu},
title = {Shared-view and specific-view information extraction for recommendation},
journal = {Expert Syst. Appl.},
volume = {186},
pages = {115752},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115752},
doi = {10.1016/J.ESWA.2021.115752},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LiuZLZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhuWQYL21,
author = {Yi Zhu and
Xindong Wu and
Jipeng Qiang and
Yunhao Yuan and
Yun Li},
title = {Representation learning with collaborative autoencoder for personalized
recommendation},
journal = {Expert Syst. Appl.},
volume = {186},
pages = {115825},
year = {2021},
url = {https://doi.org/10.1016/j.eswa.2021.115825},
doi = {10.1016/J.ESWA.2021.115825},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/ZhuWQYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/HeLWW21,
author = {Jin He and
Lei Li and
Yan Wang and
Xindong Wu},
title = {Hierarchical features-based targeted aspect extraction from online
reviews},
journal = {Intell. Data Anal.},
volume = {25},
number = {1},
pages = {205--223},
year = {2021},
url = {https://doi.org/10.3233/IDA-194952},
doi = {10.3233/IDA-194952},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/HeLWW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiuXW21,
author = {Na Liu and
Fei Xie and
Xindong Wu},
title = {Suffix array for multi-pattern matching with variable length wildcards},
journal = {Intell. Data Anal.},
volume = {25},
number = {2},
pages = {283--303},
year = {2021},
url = {https://doi.org/10.3233/IDA-205087},
doi = {10.3233/IDA-205087},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiuXW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/DongZLW21,
author = {Bingbing Dong and
Yi Zhu and
Lei Li and
Xindong Wu},
title = {Hybrid collaborative recommendation of co-embedded item attributes
and graph features},
journal = {Neurocomputing},
volume = {442},
pages = {307--316},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.01.129},
doi = {10.1016/J.NEUCOM.2021.01.129},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/DongZLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SangXQW21,
author = {Lei Sang and
Min Xu and
Shengsheng Qian and
Xindong Wu},
title = {Knowledge Graph enhanced Neural Collaborative Filtering with Residual
Recurrent Network},
journal = {Neurocomputing},
volume = {454},
pages = {417--429},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.03.053},
doi = {10.1016/J.NEUCOM.2021.03.053},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SangXQW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuCLZW21,
author = {Huiting Liu and
Geng Chen and
Pei{-}Pei Li and
Peng Zhao and
Xindong Wu},
title = {Multi-label text classification via joint learning from label embedding
and label correlation},
journal = {Neurocomputing},
volume = {460},
pages = {385--398},
year = {2021},
url = {https://doi.org/10.1016/j.neucom.2021.07.031},
doi = {10.1016/J.NEUCOM.2021.07.031},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiuCLZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuGLZW21,
author = {Huiting Liu and
Lingling Guo and
Peipei Li and
Peng Zhao and
Xindong Wu},
title = {Collaborative filtering with a deep adversarial and attention network
for cross-domain recommendation},
journal = {Inf. Sci.},
volume = {565},
pages = {370--389},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2021.02.009},
doi = {10.1016/J.INS.2021.02.009},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuGLZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhengQHHYHMYW21,
author = {Jiaoling Zheng and
Shaojie Qiao and
Nan Han and
Jianbin Huang and
Kun Yue and
Qiang He and
Shengjie Min and
Guanghua Ying and
Xindong Wu},
title = {Which, Who and How: Detecting fraudulent sale accumulation behavior
from multi-dimensional sparse data},
journal = {Knowl. Based Syst.},
volume = {228},
pages = {107260},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107260},
doi = {10.1016/J.KNOSYS.2021.107260},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhengQHHYHMYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/LiBLW21,
author = {Jiao Li and
Chenyang Bu and
Pei{-}Pei Li and
Xindong Wu},
title = {A coarse-to-fine collective entity linking method for heterogeneous
information networks},
journal = {Knowl. Based Syst.},
volume = {228},
pages = {107286},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107286},
doi = {10.1016/J.KNOSYS.2021.107286},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/LiBLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/WuGLGLFZW21,
author = {Youxi Wu and
Meng Geng and
Yan Li and
Lei Guo and
Zhao Li and
Philippe Fournier{-}Viger and
Xingquan Zhu and
Xindong Wu},
title = {HANP-Miner: High average utility nonoverlapping sequential pattern
mining},
journal = {Knowl. Based Syst.},
volume = {229},
pages = {107361},
year = {2021},
url = {https://doi.org/10.1016/j.knosys.2021.107361},
doi = {10.1016/J.KNOSYS.2021.107361},
timestamp = {Sat, 25 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/WuGLGLFZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/ZhangLZW21,
author = {Yun Zhang and
Yongguo Liu and
Jiajing Zhu and
Xindong Wu},
title = {{FSPRM:} {A} Feature Subsequence Based Probability Representation
Model for Chinese Word Embedding},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {29},
pages = {1702--1716},
year = {2021},
url = {https://doi.org/10.1109/TASLP.2021.3073868},
doi = {10.1109/TASLP.2021.3073868},
timestamp = {Wed, 26 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/ZhangLZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/QiangLLYW21,
author = {Jipeng Qiang and
Xinyu Lu and
Yun Li and
Yunhao Yuan and
Xindong Wu},
title = {Chinese Lexical Simplification},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {29},
pages = {1819--1828},
year = {2021},
url = {https://doi.org/10.1109/TASLP.2021.3078361},
doi = {10.1109/TASLP.2021.3078361},
timestamp = {Tue, 13 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/QiangLLYW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/QiangLZYSW21,
author = {Jipeng Qiang and
Yun Li and
Yi Zhu and
Yunhao Yuan and
Yang Shi and
Xindong Wu},
title = {LSBert: Lexical Simplification Based on {BERT}},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {29},
pages = {3064--3076},
year = {2021},
url = {https://doi.org/10.1109/TASLP.2021.3111589},
doi = {10.1109/TASLP.2021.3111589},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/QiangLZYSW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tetci/LingYWLW21,
author = {Zhaolong Ling and
Kui Yu and
Hao Wang and
Lei Li and
Xindong Wu},
title = {Using Feature Selection for Local Causal Structure Learning},
journal = {{IEEE} Trans. Emerg. Top. Comput. Intell.},
volume = {5},
number = {4},
pages = {530--540},
year = {2021},
url = {https://doi.org/10.1109/TETCI.2020.2978238},
doi = {10.1109/TETCI.2020.2978238},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tetci/LingYWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/JiBLW21,
author = {Shengwei Ji and
Chenyang Bu and
Lei Li and
Xindong Wu},
title = {Local Graph Edge Partitioning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {5},
pages = {61:1--61:25},
year = {2021},
url = {https://doi.org/10.1145/3466685},
doi = {10.1145/3466685},
timestamp = {Tue, 08 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/JiBLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/QiaoHHYMSHW21,
author = {Shaojie Qiao and
Nan Han and
Jianbin Huang and
Kun Yue and
Rui Mao and
Hongping Shu and
Qiang He and
Xindong Wu},
title = {A Dynamic Convolutional Neural Network Based Shared-Bike Demand Forecasting
Model},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {12},
number = {6},
pages = {70:1--70:24},
year = {2021},
url = {https://doi.org/10.1145/3447988},
doi = {10.1145/3447988},
timestamp = {Sat, 26 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/QiaoHHYMSHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuLW21,
author = {Yi Zhu and
Lei Li and
Xindong Wu},
title = {Stacked Convolutional Sparse Auto-Encoders for Representation Learning},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {2},
pages = {31:1--31:21},
year = {2021},
url = {https://doi.org/10.1145/3434767},
doi = {10.1145/3434767},
timestamp = {Tue, 11 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/ZhuLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiuLWWYZW21,
author = {Kai Liu and
Hongbo Liu and
Tomas E. Ward and
Hua Wang and
Yu Yang and
Bo Zhang and
Xindong Wu},
title = {Self-Adaptive Skeleton Approaches to Detect Self-Organized Coalitions
From Brain Functional Networks Through Probabilistic Mixture Models},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {15},
number = {5},
pages = {87:1--87:26},
year = {2021},
url = {https://doi.org/10.1145/3447570},
doi = {10.1145/3447570},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/LiuLWWYZW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QiangW21,
author = {Jipeng Qiang and
Xindong Wu},
title = {Unsupervised Statistical Text Simplification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {4},
pages = {1802--1806},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2947679},
doi = {10.1109/TKDE.2019.2947679},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/QiangW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangW21,
author = {Jing Zhang and
Xindong Wu},
title = {Multi-Label Truth Inference for Crowdsourcing Using Mixture Models},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {33},
number = {5},
pages = {2083--2095},
year = {2021},
url = {https://doi.org/10.1109/TKDE.2019.2951668},
doi = {10.1109/TKDE.2019.2951668},
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author = {Lei Sang and
Min Xu and
Shengsheng Qian and
Matt Martin and
Peter Li and
Xindong Wu},
title = {Context-Dependent Propagating-Based Video Recommendation in Multimodal
Heterogeneous Information Networks},
journal = {{IEEE} Trans. Multim.},
volume = {23},
pages = {2019--2032},
year = {2021},
url = {https://doi.org/10.1109/TMM.2020.3007330},
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timestamp = {Fri, 17 Sep 2021 01:00:00 +0200},
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author = {Yi He and
Baijun Wu and
Di Wu and
Ege Beyazit and
Sheng Chen and
Xindong Wu},
title = {Toward Mining Capricious Data Streams: {A} Generative Approach},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {3},
pages = {1228--1240},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.2981386},
doi = {10.1109/TNNLS.2020.2981386},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
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author = {Peng Zhou and
Peipei Li and
Shu Zhao and
Xindong Wu},
title = {Feature Interaction for Streaming Feature Selection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {32},
number = {10},
pages = {4691--4702},
year = {2021},
url = {https://doi.org/10.1109/TNNLS.2020.3025922},
doi = {10.1109/TNNLS.2020.3025922},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
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author = {Song Deng and
Fulin Chen and
Xia Dong and
Guangwei Gao and
Xindong Wu},
title = {Short-term Load Forecasting by Using Improved {GEP} and Abnormal Load
Recognition},
journal = {{ACM} Trans. Internet Techn.},
volume = {21},
number = {4},
pages = {95:1--95:28},
year = {2021},
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doi = {10.1145/3447513},
timestamp = {Tue, 19 Oct 2021 01:00:00 +0200},
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author = {Richang Hong and
Yuan He and
Le Wu and
Yong Ge and
Xindong Wu},
title = {Deep Attributed Network Embedding by Preserving Structure and Attribute
Information},
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volume = {51},
number = {3},
pages = {1434--1445},
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timestamp = {Mon, 22 Jul 2024 01:00:00 +0200},
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author = {Shaojie Qiao and
Nan Han and
Yunjun Gao and
Rong{-}Hua Li and
Jianbin Huang and
Heli Sun and
Xindong Wu},
title = {Dynamic Community Evolution Analysis Framework for Large-Scale Complex
Networks Based on Strong and Weak Events},
journal = {{IEEE} Trans. Syst. Man Cybern. Syst.},
volume = {51},
number = {10},
pages = {6229--6243},
year = {2021},
url = {https://doi.org/10.1109/TSMC.2019.2960085},
doi = {10.1109/TSMC.2019.2960085},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
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author = {Yi He and
Xu Yuan and
Sheng Chen and
Xindong Wu},
title = {Online Learning in Variable Feature Spaces under Incomplete Supervision},
booktitle = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
2021, Thirty-Third Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
2021},
pages = {4106--4114},
publisher = {{AAAI} Press},
year = {2021},
url = {https://doi.org/10.1609/aaai.v35i5.16532},
doi = {10.1609/AAAI.V35I5.16532},
timestamp = {Fri, 06 Oct 2023 01:00:00 +0200},
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author = {Fei Jie and
Yanxiang Huang and
Qiangwei Bai and
Xindong Wu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {{HAO} Unity: {A} Graph-based System for Unifying Heterogeneous Data},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4725--4729},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481991},
doi = {10.1145/3459637.3481991},
timestamp = {Tue, 16 Aug 2022 23:04:38 +0200},
biburl = {https://dblp.org/rec/conf/cikm/JieHB021.bib},
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author = {Xiaona Xue and
Jinling Jiang and
Wenjian Zhang and
Yanxiang Huang and
Xindong Wu},
editor = {Gianluca Demartini and
Guido Zuccon and
J. Shane Culpepper and
Zi Huang and
Hanghang Tong},
title = {A Chinese Knowledge Base Question Answering System},
booktitle = {{CIKM} '21: The 30th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Queensland, Australia, November
1 - 5, 2021},
pages = {4813--4816},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3459637.3481970},
doi = {10.1145/3459637.3481970},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/XueJZHW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icbk/ChenL0021,
author = {Ru Chen and
Guliu Liu and
Yi Zhu and
Xindong Wu},
editor = {Lei Chen and
Baltasar Fern{\'{a}}ndez{-}Manj{\'{o}}n},
title = {A Scheme for Kinship Reasoning based on Ontology},
booktitle = {2021 {IEEE} International Conference on Big Knowledge, {ICBK} 2021,
Auckland, New Zealand, December 7-8, 2021},
pages = {222--229},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICKG52313.2021.00038},
doi = {10.1109/ICKG52313.2021.00038},
timestamp = {Mon, 24 Jan 2022 15:08:55 +0100},
biburl = {https://dblp.org/rec/conf/icbk/ChenL0021.bib},
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@inproceedings{DBLP:conf/pricai/ShaoBJW21,
author = {Jianxuan Shao and
Chenyang Bu and
Shengwei Ji and
Xindong Wu},
editor = {Duc Nghia Pham and
Thanaruk Theeramunkong and
Guido Governatori and
Fenrong Liu},
title = {A Weak Supervision Approach with Adversarial Training for Named Entity
Recognition},
booktitle = {{PRICAI} 2021: Trends in Artificial Intelligence - 18th Pacific Rim
International Conference on Artificial Intelligence, {PRICAI} 2021,
Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13032},
pages = {17--30},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89363-7\_2},
doi = {10.1007/978-3-030-89363-7\_2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pricai/ShaoBJW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/pricai/HongBW21,
author = {Yan Hong and
Chenyang Bu and
Xindong Wu},
editor = {Duc Nghia Pham and
Thanaruk Theeramunkong and
Guido Governatori and
Fenrong Liu},
title = {High-Quality Noise Detection for Knowledge Graph Embedding with Rule-Based
Triple Confidence},
booktitle = {{PRICAI} 2021: Trends in Artificial Intelligence - 18th Pacific Rim
International Conference on Artificial Intelligence, {PRICAI} 2021,
Hanoi, Vietnam, November 8-12, 2021, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13031},
pages = {572--585},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-89188-6\_43},
doi = {10.1007/978-3-030-89188-6\_43},
timestamp = {Tue, 26 Oct 2021 17:19:26 +0200},
biburl = {https://dblp.org/rec/conf/pricai/HongBW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/www/00070WY021,
author = {Yi He and
Sheng Chen and
Baijun Wu and
Xu Yuan and
Xindong Wu},
editor = {Jure Leskovec and
Marko Grobelnik and
Marc Najork and
Jie Tang and
Leila Zia},
title = {Unsupervised Lifelong Learning with Curricula},
booktitle = {{WWW} '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia,
April 19-23, 2021},
pages = {3534--3545},
publisher = {{ACM} / {IW3C2}},
year = {2021},
url = {https://doi.org/10.1145/3442381.3449839},
doi = {10.1145/3442381.3449839},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/00070WY021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021},
doi = {10.1109/ICDM51629.2021},
isbn = {978-1-6654-2398-4},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Shuai Yang and
Hao Wang and
Kui Yu and
Fuyuan Cao and
Xindong Wu},
title = {Towards Efficient Local Causal Structure Learning},
journal = {CoRR},
volume = {abs/2103.00378},
year = {2021},
url = {https://arxiv.org/abs/2103.00378},
eprinttype = {arXiv},
eprint = {2103.00378},
timestamp = {Fri, 18 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00378.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Guliu Liu and
Lei Li and
Guanfeng Liu and
Xindong Wu},
title = {Social Group Query Based on Multi-fuzzy-constrained Strong Simulation},
journal = {CoRR},
volume = {abs/2103.09497},
year = {2021},
url = {https://arxiv.org/abs/2103.09497},
eprinttype = {arXiv},
eprint = {2103.09497},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-09497.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Bingbing Dong and
Yi Zhu and
Lei Li and
Xindong Wu},
title = {Hybrid Collaborative Recommendation via Dual-Autoencoder},
journal = {{IEEE} Access},
volume = {8},
pages = {46030--46040},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2979255},
doi = {10.1109/ACCESS.2020.2979255},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/DongZLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Fei Jie and
Chunpai Wang and
Feng Chen and
Lei Li and
Xindong Wu},
title = {A Framework for Subgraph Detection in Interdependent Networks via
Graph Block-Structured Optimization},
journal = {{IEEE} Access},
volume = {8},
pages = {157800--157818},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3018497},
doi = {10.1109/ACCESS.2020.3018497},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/JieWCLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Qiaoshuo Shi and
Jinsong Shan and
Wenjie Yan and
Youxi Wu and
Xindong Wu},
title = {NetNPG: Nonoverlapping pattern matching with general gap constraints},
journal = {Appl. Intell.},
volume = {50},
number = {6},
pages = {1832--1845},
year = {2020},
url = {https://doi.org/10.1007/s10489-019-01616-z},
doi = {10.1007/S10489-019-01616-Z},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ShiSYWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/apin/HeLWW20,
author = {Jin He and
Lei Li and
Yan Wang and
Xindong Wu},
title = {Targeted aspects oriented topic modeling for short texts},
journal = {Appl. Intell.},
volume = {50},
number = {8},
pages = {2384--2399},
year = {2020},
url = {https://doi.org/10.1007/s10489-020-01672-w},
doi = {10.1007/S10489-020-01672-W},
timestamp = {Wed, 09 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/HeLWW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Youxi Wu and
Jinquan Fan and
Yan Li and
Lei Guo and
Xindong Wu},
title = {NetDAP: ({\(\delta\)}, {\(\gamma\)}) -approximate pattern matching
with length constraints},
journal = {Appl. Intell.},
volume = {50},
number = {11},
pages = {4094--4116},
year = {2020},
url = {https://doi.org/10.1007/s10489-020-01778-1},
doi = {10.1007/S10489-020-01778-1},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WuFLGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Song Deng and
Xiangpeng Xie and
Chang{-}An Yuan and
Lechan Yang and
Xindong Wu},
title = {Numerical sensitive data recognition based on hybrid gene expression
programming for active distribution networks},
journal = {Appl. Soft Comput.},
volume = {91},
pages = {106213},
year = {2020},
url = {https://doi.org/10.1016/j.asoc.2020.106213},
doi = {10.1016/J.ASOC.2020.106213},
timestamp = {Tue, 02 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/DengXYYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ida/LiuLW20,
author = {Guliu Liu and
Lei Li and
Xindong Wu},
title = {Multi-fuzzy-constrained graph pattern matching with big graph data},
journal = {Intell. Data Anal.},
volume = {24},
number = {4},
pages = {941--958},
year = {2020},
url = {https://doi.org/10.3233/IDA-194653},
doi = {10.3233/IDA-194653},
timestamp = {Tue, 04 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiuLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LiWCZLJ20,
author = {Lei Li and
Xindong Wu and
Huanhuan Chen and
Chuan Zhou and
Guanfeng Liu and
Yongkang Jiang},
title = {Weighted partial order oriented three-way decisions under score-based
common voting rules},
journal = {Int. J. Approx. Reason.},
volume = {123},
pages = {41--54},
year = {2020},
url = {https://doi.org/10.1016/j.ijar.2020.05.006},
doi = {10.1016/J.IJAR.2020.05.006},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijar/LiWCZLJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/ijon/LiuLJZW20,
author = {Huiting Liu and
Huimin Liu and
Qiang Ji and
Peng Zhao and
Xindong Wu},
title = {Collaborative deep recommendation with global and local item correlations},
journal = {Neurocomputing},
volume = {385},
pages = {278--291},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2019.12.087},
doi = {10.1016/J.NEUCOM.2019.12.087},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiuLJZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/isci/WangLYW20,
author = {Hao Wang and
Zhaolong Ling and
Kui Yu and
Xindong Wu},
title = {Towards efficient and effective discovery of Markov blankets for feature
selection},
journal = {Inf. Sci.},
volume = {509},
pages = {227--242},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2019.09.010},
doi = {10.1016/J.INS.2019.09.010},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/WangLYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Jiajing Zhu and
Yongguo Liu and
Hao Wu and
Zhi Chen and
Yun Zhang and
Shangming Yang and
Changhong Yang and
Wen Yang and
Xindong Wu},
title = {A no self-edge stochastic block model and a heuristic algorithm for
balanced anti-community detection in networks},
journal = {Inf. Sci.},
volume = {518},
pages = {95--112},
year = {2020},
url = {https://doi.org/10.1016/j.ins.2020.01.005},
doi = {10.1016/J.INS.2020.01.005},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhuLWCZYYYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Youxi Wu and
Changrui Zhu and
Yan Li and
Lei Guo and
Xindong Wu},
title = {NetNCSP: Nonoverlapping closed sequential pattern mining},
journal = {Knowl. Based Syst.},
volume = {196},
pages = {105812},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.105812},
doi = {10.1016/J.KNOSYS.2020.105812},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/WuZLGW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/kbs/ZhangLJTC020,
author = {Yun Zhang and
Yongguo Liu and
Rongjiang Jin and
Jing Tao and
Lidian Chen and
Xindong Wu},
title = {{GLLPA:} {A} Graph Layout based Label Propagation Algorithm for community
detection},
journal = {Knowl. Based Syst.},
volume = {206},
pages = {106363},
year = {2020},
url = {https://doi.org/10.1016/j.knosys.2020.106363},
doi = {10.1016/J.KNOSYS.2020.106363},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangLJTC020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tkdd/MaGLYLW20,
author = {Qian Ma and
Yu Gu and
Wang{-}Chien Lee and
Ge Yu and
Hongbo Liu and
Xindong Wu},
title = {{REMIAN:} Real-Time and Error-Tolerant Missing Value Imputation},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {14},
number = {6},
pages = {77:1--77:38},
year = {2020},
url = {https://doi.org/10.1145/3412364},
doi = {10.1145/3412364},
timestamp = {Tue, 27 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/MaGLYLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/vldb/SunLMJW20,
author = {Tao Sun and
Hongbo Liu and
Se{\'{a}}n F. McLoone and
Shaoxiong Ji and
Xindong Wu},
title = {Time series indexing by dynamic covering with cross-range constraints},
journal = {{VLDB} J.},
volume = {29},
number = {6},
pages = {1365--1384},
year = {2020},
url = {https://doi.org/10.1007/s00778-020-00614-9},
doi = {10.1007/S00778-020-00614-9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vldb/SunLMJW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/QiangLZY020,
author = {Jipeng Qiang and
Yun Li and
Yi Zhu and
Yunhao Yuan and
Xindong Wu},
title = {Lexical Simplification with Pretrained Encoders},
booktitle = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
2020, The Thirty-Second Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
February 7-12, 2020},
pages = {8649--8656},
publisher = {{AAAI} Press},
year = {2020},
url = {https://doi.org/10.1609/aaai.v34i05.6389},
doi = {10.1609/AAAI.V34I05.6389},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/QiangLZY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/Beyazit0T020,
author = {Ege Beyazit and
Yi He and
Nian{-}Feng Tzeng and
Xindong Wu},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {Online Learning to Accelerate Neural Network Inference with Traveling
Classifiers},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1016--1023},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200196},
doi = {10.3233/FAIA200196},
timestamp = {Fri, 09 Apr 2021 18:50:05 +0200},
biburl = {https://dblp.org/rec/conf/ecai/Beyazit0T020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/0007WW020,
author = {Yi He and
Baijun Wu and
Di Wu and
Xindong Wu},
editor = {Giuseppe De Giacomo and
Alejandro Catal{\'{a}} and
Bistra Dilkina and
Michela Milano and
Sen{\'{e}}n Barro and
Alberto Bugar{\'{\i}}n and
J{\'{e}}r{\^{o}}me Lang},
title = {On Partial Multi-Task Learning},
booktitle = {{ECAI} 2020 - 24th European Conference on Artificial Intelligence,
29 August-8 September 2020, Santiago de Compostela, Spain, August
29 - September 8, 2020 - Including 10th Conference on Prestigious
Applications of Artificial Intelligence {(PAIS} 2020)},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {325},
pages = {1174--1181},
publisher = {{IOS} Press},
year = {2020},
url = {https://doi.org/10.3233/FAIA200216},
doi = {10.3233/FAIA200216},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/0007WW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/FuJQXSZW20,
author = {Xiaoyi Fu and
Xu Jiang and
Yunfei Qi and
Meng Xu and
Yuhang Song and
Jie Zhang and
Xindong Wu},
editor = {Enhong Chen and
Grigoris Antoniou},
title = {An Event-Centric Prediction System for {COVID-19}},
booktitle = {2020 {IEEE} International Conference on Knowledge Graph, {ICKG} 2020,
Online, August 9-11, 2020},
pages = {195--202},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICBK50248.2020.00037},
doi = {10.1109/ICBK50248.2020.00037},
timestamp = {Thu, 15 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/FuJQXSZW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/WuJZB20,
author = {Xindong Wu and
Tingting Jiang and
Yi Zhu and
Chenyang Bu},
editor = {Enhong Chen and
Grigoris Antoniou},
title = {Knowledge Graph for China's Genealogy},
booktitle = {2020 {IEEE} International Conference on Knowledge Graph, {ICKG} 2020,
Online, August 9-11, 2020},
pages = {529--535},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICBK50248.2020.00080},
doi = {10.1109/ICBK50248.2020.00080},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/WuJZB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/WuSZ20,
author = {Xindong Wu and
Shaojing Sheng and
Peng Zhou},
editor = {Enhong Chen and
Grigoris Antoniou},
title = {Balanced Tree Partitioning with Succinct Logic},
booktitle = {2020 {IEEE} International Conference on Knowledge Graph, {ICKG} 2020,
Online, August 9-11, 2020},
pages = {552--559},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICBK50248.2020.00083},
doi = {10.1109/ICBK50248.2020.00083},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/WuSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0007YT020,
author = {Yi He and
Xu Yuan and
Nian{-}Feng Tzeng and
Xindong Wu},
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Active Learning with Multi-Granular Graph Auto-Encoder},
booktitle = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
pages = {1058--1063},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020.00125},
doi = {10.1109/ICDM50108.2020.00125},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0007YT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BeyazitTYT020,
author = {Ege Beyazit and
Doruk Tuncel and
Xu Yuan and
Nian{-}Feng Tzeng and
Xindong Wu},
editor = {Christian Bessiere},
title = {Learning Interpretable Representations with Informative Entanglements},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1970--1976},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/273},
doi = {10.24963/IJCAI.2020/273},
timestamp = {Mon, 25 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BeyazitTYT020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FuZYLCY020,
author = {Xiaoyi Fu and
Jie Zhang and
Hao Yu and
Jiachen Li and
Dong Chen and
Jie Yuan and
Xindong Wu},
editor = {Christian Bessiere},
title = {A Speech-to-Knowledge-Graph Construction System},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {5303--5305},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/777},
doi = {10.24963/IJCAI.2020/777},
timestamp = {Wed, 15 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/FuZYLCY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/AlagurajahY020,
author = {Jeevithan Alagurajah and
Xu Yuan and
Xindong Wu},
editor = {Chih{-}Cheng Hung and
Tom{\'{a}}s Cern{\'{y}} and
Dongwan Shin and
Alessio Bechini},
title = {Scale invariant learning from trapezoidal data streams},
booktitle = {{SAC} '20: The 35th {ACM/SIGAPP} Symposium on Applied Computing, online
event, [Brno, Czech Republic], March 30 - April 3, 2020},
pages = {505--508},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3341105.3375775},
doi = {10.1145/3341105.3375775},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/AlagurajahY020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/HeCNW020,
author = {Yi He and
Sheng Chen and
Thu Nguyen and
Bruce A. Wade and
Xindong Wu},
editor = {Carlotta Demeniconi and
Nitesh V. Chawla},
title = {Deep Matrix Tri-Factorization: Mining Vertex-wise Interactions in
Multi-Space Attributed Graphs},
booktitle = {Proceedings of the 2020 {SIAM} International Conference on Data Mining,
{SDM} 2020, Cincinnati, Ohio, USA, May 7-9, 2020},
pages = {334--342},
publisher = {{SIAM}},
year = {2020},
url = {https://doi.org/10.1137/1.9781611976236.38},
doi = {10.1137/1.9781611976236.38},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/HeCNW020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2020,
editor = {Claudia Plant and
Haixun Wang and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
Sorrento, Italy, November 17-20, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDM50108.2020},
doi = {10.1109/ICDM50108.2020},
isbn = {978-1-7281-8316-9},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2020w,
editor = {Giuseppe Di Fatta and
Victor S. Sheng and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDMW51313.2020},
doi = {10.1109/ICDMW51313.2020},
isbn = {978-1-7281-9012-9},
timestamp = {Sun, 21 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2020w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-14939,
author = {Jipeng Qiang and
Yun Li and
Yi Zhu and
Yunhao Yuan and
Xindong Wu},
title = {LSBert: {A} Simple Framework for Lexical Simplification},
journal = {CoRR},
volume = {abs/2006.14939},
year = {2020},
url = {https://arxiv.org/abs/2006.14939},
eprinttype = {arXiv},
eprint = {2006.14939},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-14939.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-03911,
author = {Meng Wang and
Weijie Fu and
Xiangnan He and
Shijie Hao and
Xindong Wu},
title = {A Survey on Large-scale Machine Learning},
journal = {CoRR},
volume = {abs/2008.03911},
year = {2020},
url = {https://arxiv.org/abs/2008.03911},
eprinttype = {arXiv},
eprint = {2008.03911},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-03911.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-07048,
author = {Jipeng Qiang and
Xinyu Lu and
Yun Li and
Yunhao Yuan and
Yang Shi and
Xindong Wu},
title = {Chinese Lexical Simplification},
journal = {CoRR},
volume = {abs/2010.07048},
year = {2020},
url = {https://arxiv.org/abs/2010.07048},
eprinttype = {arXiv},
eprint = {2010.07048},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-07048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-07228,
author = {Lei Li and
Minghe Xue and
Huanhuan Chen and
Xindong Wu},
title = {Trustworthy Preference Completion in Social Choice},
journal = {CoRR},
volume = {abs/2012.07228},
year = {2020},
url = {https://arxiv.org/abs/2012.07228},
eprinttype = {arXiv},
eprint = {2012.07228},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-07228.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/YouWSDCML19,
author = {Dianlong You and
Xindong Wu and
Limin Shen and
Song Deng and
Zhen Chen and
Chuan Ma and
Qiusheng Lian},
title = {Online Feature Selection for Streaming Features Using Self-Adaption
Sliding-Window Sampling},
journal = {{IEEE} Access},
volume = {7},
pages = {16088--16100},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2894121},
doi = {10.1109/ACCESS.2019.2894121},
timestamp = {Thu, 04 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/YouWSDCML19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiuWZW19b,
author = {Huiting Liu and
Lili Wang and
Peng Zhao and
Xindong Wu},
title = {Document Specific Supervised Keyphrase Extraction With Strong Semantic
Relations},
journal = {{IEEE} Access},
volume = {7},
pages = {167507--167520},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2948891},
doi = {10.1109/ACCESS.2019.2948891},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/LiuWZW19b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/QiangLYLW19,
author = {Jipeng Qiang and
Yun Li and
Yunhao Yuan and
Wei Liu and
Xindong Wu},
title = {A practical algorithm for solving the sparseness problem of short
text clustering},
journal = {Intell. Data Anal.},
volume = {23},
number = {3},
pages = {701--716},
year = {2019},
url = {https://doi.org/10.3233/IDA-184045},
doi = {10.3233/IDA-184045},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/QiangLYLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SangXQW19,
author = {Lei Sang and
Min Xu and
Shengsheng Qian and
Xindong Wu},
title = {Multi-modal multi-view Bayesian semantic embedding for community question
answering},
journal = {Neurocomputing},
volume = {334},
pages = {44--58},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2018.12.067},
doi = {10.1016/J.NEUCOM.2018.12.067},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/SangXQW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhuWLZH19,
author = {Yi Zhu and
Xindong Wu and
Peipei Li and
Yuhong Zhang and
Xuegang Hu},
title = {Transfer learning with deep manifold regularized auto-encoders},
journal = {Neurocomputing},
volume = {369},
pages = {145--154},
year = {2019},
url = {https://doi.org/10.1016/j.neucom.2019.08.078},
doi = {10.1016/J.NEUCOM.2019.08.078},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhuWLZH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhouHLW19,
author = {Peng Zhou and
Xuegang Hu and
Pei{-}Pei Li and
Xindong Wu},
title = {Online streaming feature selection using adapted Neighborhood Rough
Set},
journal = {Inf. Sci.},
volume = {481},
pages = {258--279},
year = {2019},
url = {https://doi.org/10.1016/j.ins.2018.12.074},
doi = {10.1016/J.INS.2018.12.074},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhouHLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdm/LiCLW19,
author = {Lei Li and
Yuqi Chu and
Guanfeng Liu and
Xindong Wu},
title = {Multi-Objective Optimization-Based Networked Multi-Label Active Learning},
journal = {J. Database Manag.},
volume = {30},
number = {2},
pages = {1--26},
year = {2019},
url = {https://doi.org/10.4018/JDM.2019040101},
doi = {10.4018/JDM.2019040101},
timestamp = {Thu, 07 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jdm/LiCLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WuW19,
author = {Minghui Wu and
Xindong Wu},
title = {On big wisdom},
journal = {Knowl. Inf. Syst.},
volume = {58},
number = {1},
pages = {1--8},
year = {2019},
url = {https://doi.org/10.1007/s10115-018-1282-y},
doi = {10.1007/S10115-018-1282-Y},
timestamp = {Tue, 29 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WuW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhouHLW19,
author = {Peng Zhou and
Xuegang Hu and
Pei{-}Pei Li and
Xindong Wu},
title = {OFS-Density: {A} novel online streaming feature selection method},
journal = {Pattern Recognit.},
volume = {86},
pages = {48--61},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.08.009},
doi = {10.1016/J.PATCOG.2018.08.009},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhouHLW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/PuthalWNRC19,
author = {Deepak Puthal and
Xindong Wu and
Surya Nepal and
Rajiv Ranjan and
Jinjun Chen},
title = {{SEEN:} {A} Selective Encryption Method to Ensure Confidentiality
for Big Sensing Data Streams},
journal = {{IEEE} Trans. Big Data},
volume = {5},
number = {3},
pages = {379--392},
year = {2019},
url = {https://doi.org/10.1109/TBDATA.2017.2702172},
doi = {10.1109/TBDATA.2017.2702172},
timestamp = {Sun, 22 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tbd/PuthalWNRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LingYWLDW19,
author = {Zhaolong Ling and
Kui Yu and
Hao Wang and
Lin Liu and
Wei Ding and
Xindong Wu},
title = {{BAMB:} {A} Balanced Markov Blanket Discovery Approach to Feature
Selection},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {10},
number = {5},
pages = {52:1--52:25},
year = {2019},
url = {https://doi.org/10.1145/3335676},
doi = {10.1145/3335676},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/LingYWLDW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WangWHW19,
author = {Huan Wang and
Jia Wu and
Wenbin Hu and
Xindong Wu},
title = {Detecting and Assessing Anomalous Evolutionary Behaviors of Nodes
in Evolving Social Networks},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {1},
pages = {12:1--12:24},
year = {2019},
url = {https://doi.org/10.1145/3299886},
doi = {10.1145/3299886},
timestamp = {Mon, 26 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WangWHW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/QiangCDWXW19,
author = {Jipeng Qiang and
Ping Chen and
Wei Ding and
Tong Wang and
Fei Xie and
Xindong Wu},
title = {Heterogeneous-Length Text Topic Modeling for Reader-Aware Multi-Document
Summarization},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {13},
number = {4},
pages = {42:1--42:21},
year = {2019},
url = {https://doi.org/10.1145/3333030},
doi = {10.1145/3333030},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/QiangCDWXW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShengZGW19,
author = {Victor S. Sheng and
Jing Zhang and
Bin Gu and
Xindong Wu},
title = {Majority Voting and Pairing with Multiple Noisy Labeling},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {7},
pages = {1355--1368},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2017.2659740},
doi = {10.1109/TKDE.2017.2659740},
timestamp = {Wed, 01 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ShengZGW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuJZQ019,
author = {Ruqian Lu and
Xiaolong Jin and
Songmao Zhang and
Meikang Qiu and
Xindong Wu},
title = {A Study on Big Knowledge and Its Engineering Issues},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {31},
number = {9},
pages = {1630--1644},
year = {2019},
url = {https://doi.org/10.1109/TKDE.2018.2866863},
doi = {10.1109/TKDE.2018.2866863},
timestamp = {Sat, 12 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LuJZQ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhaoZXW19,
author = {Zhong{-}Qiu Zhao and
Peng Zheng and
Shou{-}tao Xu and
Xindong Wu},
title = {Object Detection With Deep Learning: {A} Review},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {11},
pages = {3212--3232},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2876865},
doi = {10.1109/TNNLS.2018.2876865},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhaoZXW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tosem/JiangZLRLWL19,
author = {He Jiang and
Jingxuan Zhang and
Xiaochen Li and
Zhilei Ren and
David Lo and
Xindong Wu and
Zhongxuan Luo},
title = {Recommending New Features from Mobile App Descriptions},
journal = {{ACM} Trans. Softw. Eng. Methodol.},
volume = {28},
number = {4},
pages = {22:1--22:29},
year = {2019},
url = {https://doi.org/10.1145/3344158},
doi = {10.1145/3344158},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tosem/JiangZLRLWL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/BeyazitA019,
author = {Ege Beyazit and
Jeevithan Alagurajah and
Xindong Wu},
title = {Online Learning from Data Streams with Varying Feature Spaces},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {3232--3239},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33013232},
doi = {10.1609/AAAI.V33I01.33013232},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/BeyazitA019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/WuH0S019,
author = {Di Wu and
Yi He and
Xin Luo and
Mingsheng Shang and
Xindong Wu},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Online Feature Selection with Capricious Streaming Features: {A} General
Framework},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {683--688},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006373},
doi = {10.1109/BIGDATA47090.2019.9006373},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/WuH0S019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/ShengZ019,
author = {Shaojing Sheng and
Peng Zhou and
Xindong Wu},
editor = {Yunjun Gao and
Ralf M{\"{o}}ller and
Xindong Wu and
Ramamohanarao Kotagiri},
title = {{CEPV:} {A} Tree Structure Information Extraction and Visualization
Tool for Big Knowledge Graph},
booktitle = {2019 {IEEE} International Conference on Big Knowledge, {ICBK} 2019,
Beijing, China, November 10-11, 2019},
pages = {221--228},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICBK.2019.00037},
doi = {10.1109/ICBK.2019.00037},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/ShengZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdcs/JiB0019,
author = {Shengwei Ji and
Chenyang Bu and
Lei Li and
Xindong Wu},
title = {Local Graph Edge Partitioning with a Two-Stage Heuristic Method},
booktitle = {39th {IEEE} International Conference on Distributed Computing Systems,
{ICDCS} 2019, Dallas, TX, USA, July 7-10, 2019},
pages = {228--237},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDCS.2019.00031},
doi = {10.1109/ICDCS.2019.00031},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdcs/JiB0019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/JieWCL019,
author = {Fei Jie and
Chunpai Wang and
Feng Chen and
Lei Li and
Xindong Wu},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Block-Structured Optimization for Anomalous Pattern Detection in Interdependent
Networks},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1138--1143},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00137},
doi = {10.1109/ICDM.2019.00137},
timestamp = {Mon, 08 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/JieWCL019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0001WFLZJ19,
author = {Xindong Wu and
Jia Wu and
Xiaoyi Fu and
Jiachen Li and
Peng Zhou and
Xu Jiang},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {Automatic Knowledge Graph Construction: {A} Report on the 2019 {ICDM/ICBK}
Contest},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {1540--1545},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00204},
doi = {10.1109/ICDM.2019.00204},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/0001WFLZJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/HeWWBC019,
author = {Yi He and
Baijun Wu and
Di Wu and
Ege Beyazit and
Sheng Chen and
Xindong Wu},
editor = {Sarit Kraus},
title = {Online Learning from Capricious Data Streams: {A} Generative Approach},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {2491--2497},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/346},
doi = {10.24963/IJCAI.2019/346},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/HeWWBC019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/SangXQW19,
author = {Lei Sang and
Min Xu and
Shengsheng Qian and
Xindong Wu},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {{AAANE:} Attention-Based Adversarial Autoencoder for Multi-scale Network
Embedding},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {11441},
pages = {3--14},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16142-2\_1},
doi = {10.1007/978-3-030-16142-2\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/SangXQW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/WuLSHWW19,
author = {Di Wu and
Xin Luo and
Mingsheng Shang and
Yi He and
Guoyin Wang and
Xindong Wu},
editor = {Qiang Yang and
Zhi{-}Hua Zhou and
Zhiguo Gong and
Min{-}Ling Zhang and
Sheng{-}Jun Huang},
title = {A Data-Aware Latent Factor Model for Web Service QoS Prediction},
booktitle = {Advances in Knowledge Discovery and Data Mining - 23rd Pacific-Asia
Conference, {PAKDD} 2019, Macau, China, April 14-17, 2019, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11439},
pages = {384--399},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16148-4\_30},
doi = {10.1007/978-3-030-16148-4\_30},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/WuLSHWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/JiangBZ019,
author = {Tingting Jiang and
Chenyang Bu and
Yi Zhu and
Xindong Wu},
editor = {Abhaya C. Nayak and
Alok Sharma},
title = {Two-Stage Entity Alignment: Combining Hybrid Knowledge Graph Embedding
with Similarity-Based Relation Alignment},
booktitle = {{PRICAI} 2019: Trends in Artificial Intelligence - 16th Pacific Rim
International Conference on Artificial Intelligence, Cuvu, Yanuca
Island, Fiji, August 26-30, 2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11670},
pages = {162--175},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29908-8\_13},
doi = {10.1007/978-3-030-29908-8\_13},
timestamp = {Fri, 08 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pricai/JiangBZ019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbk/2019,
editor = {Yunjun Gao and
Ralf M{\"{o}}ller and
Xindong Wu and
Ramamohanarao Kotagiri},
title = {2019 {IEEE} International Conference on Big Knowledge, {ICBK} 2019,
Beijing, China, November 10-11, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/xpl/conhome/8938595/proceeding},
isbn = {978-1-7281-4607-2},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2019,
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
publisher = {{IEEE}},
year = {2019},
url = {https://ieeexplore.ieee.org/xpl/conhome/8961330/proceeding},
isbn = {978-1-7281-4604-1},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07695,
author = {Jipeng Qiang and
Zhenyu Qian and
Yun Li and
Yunhao Yuan and
Xindong Wu},
title = {Short Text Topic Modeling Techniques, Applications, and Performance:
{A} Survey},
journal = {CoRR},
volume = {abs/1904.07695},
year = {2019},
url = {http://arxiv.org/abs/1904.07695},
eprinttype = {arXiv},
eprint = {1904.07695},
timestamp = {Thu, 23 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-07695.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-06226,
author = {Jipeng Qiang and
Yun Li and
Yi Zhu and
Yunhao Yuan and
Xindong Wu},
title = {A Simple BERT-Based Approach for Lexical Simplification},
journal = {CoRR},
volume = {abs/1907.06226},
year = {2019},
url = {http://arxiv.org/abs/1907.06226},
eprinttype = {arXiv},
eprint = {1907.06226},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-06226.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-07147,
author = {Kui Yu and
Xianjie Guo and
Lin Liu and
Jiuyong Li and
Hao Wang and
Zhaolong Ling and
Xindong Wu},
title = {Causality-based Feature Selection: Methods and Evaluations},
journal = {CoRR},
volume = {abs/1911.07147},
year = {2019},
url = {http://arxiv.org/abs/1911.07147},
eprinttype = {arXiv},
eprint = {1911.07147},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-07147.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WuLLGW18,
author = {Youxi Wu and
Shasha Li and
Jingyu Liu and
Lei Guo and
Xindong Wu},
title = {{NETASPNO:} Approximate Strict Pattern Matching Under Nonoverlapping
Condition},
journal = {{IEEE} Access},
volume = {6},
pages = {24350--24361},
year = {2018},
url = {https://doi.org/10.1109/ACCESS.2018.2832209},
doi = {10.1109/ACCESS.2018.2832209},
timestamp = {Tue, 06 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WuLLGW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/QiangLYW18,
author = {Jipeng Qiang and
Yun Li and
Yunhao Yuan and
Xindong Wu},
title = {Short text clustering based on Pitman-Yor process mixture model},
journal = {Appl. Intell.},
volume = {48},
number = {7},
pages = {1802--1812},
year = {2018},
url = {https://doi.org/10.1007/s10489-017-1055-4},
doi = {10.1007/S10489-017-1055-4},
timestamp = {Fri, 22 Mar 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/QiangLYW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WangSW18,
author = {Qingren Wang and
Victor S. Sheng and
Xindong Wu},
title = {Document-specific keyphrase candidate search and ranking},
journal = {Expert Syst. Appl.},
volume = {97},
pages = {163--176},
year = {2018},
url = {https://doi.org/10.1016/j.eswa.2017.12.031},
doi = {10.1016/J.ESWA.2017.12.031},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/WangSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fcsc/HuZLWW18,
author = {Xuegang Hu and
Peng Zhou and
Pei{-}Pei Li and
Jing Wang and
Xindong Wu},
title = {A survey on online feature selection with streaming features},
journal = {Frontiers Comput. Sci.},
volume = {12},
number = {3},
pages = {479--493},
year = {2018},
url = {https://doi.org/10.1007/s11704-016-5489-3},
doi = {10.1007/S11704-016-5489-3},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fcsc/HuZLWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/WangWL18,
author = {Jiamiao Wang and
Xindong Wu and
Lei Li},
title = {A framework for semantic connection based topic evolution with DeepWalk},
journal = {Intell. Data Anal.},
volume = {22},
number = {1},
pages = {211--237},
year = {2018},
url = {https://doi.org/10.3233/IDA-163282},
doi = {10.3233/IDA-163282},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/WangWL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiuWLZW18,
author = {Huiting Liu and
Lili Wang and
Zhizhong Liu and
Peng Zhao and
Xindong Wu},
title = {Efficient pattern matching with periodical wildcards in uncertain
sequences},
journal = {Intell. Data Anal.},
volume = {22},
number = {4},
pages = {829--842},
year = {2018},
url = {https://doi.org/10.3233/IDA-173435},
doi = {10.3233/IDA-173435},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/LiuWLZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/LiuYLW18,
author = {Huiting Liu and
Liangquan Yang and
Chao Ling and
Xindong Wu},
title = {Collaborative social deep learning for celebrity recommendation},
journal = {Intell. Data Anal.},
volume = {22},
number = {6},
pages = {1375--1394},
year = {2018},
url = {https://doi.org/10.3233/IDA-173674},
doi = {10.3233/IDA-173674},
timestamp = {Thu, 10 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ida/LiuYLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhengZGW18,
author = {Peng Zheng and
Zhong{-}Qiu Zhao and
Jun Gao and
Xindong Wu},
title = {A set-level joint sparse representation for image set classification},
journal = {Inf. Sci.},
volume = {448-449},
pages = {75--90},
year = {2018},
url = {https://doi.org/10.1016/j.ins.2018.02.062},
doi = {10.1016/J.INS.2018.02.062},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhengZGW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/LiZHWLW18,
author = {Lei Li and
Chuan Zhou and
Jianping He and
Jiamiao Wang and
Xin Li and
Xindong Wu},
title = {Collective semantic behavior extraction in social networks},
journal = {J. Comput. Sci.},
volume = {28},
pages = {236--244},
year = {2018},
url = {https://doi.org/10.1016/j.jocs.2017.11.003},
doi = {10.1016/J.JOCS.2017.11.003},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/LiZHWLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Wu18,
author = {Xindong Wu},
title = {Welcoming two new Co-Editors-in-Chief for {KAIS}},
journal = {Knowl. Inf. Syst.},
volume = {54},
number = {1},
pages = {1--3},
year = {2018},
url = {https://doi.org/10.1007/s10115-018-1153-6},
doi = {10.1007/S10115-018-1153-6},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/Wu18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/GuoYHW18,
author = {Dan Guo and
Ermao Yuan and
Xuegang Hu and
Xindong Wu},
title = {Co-occurrence pattern mining based on a biological approximation scoring
matrix},
journal = {Pattern Anal. Appl.},
volume = {21},
number = {4},
pages = {977--996},
year = {2018},
url = {https://doi.org/10.1007/s10044-017-0609-8},
doi = {10.1007/S10044-017-0609-8},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/GuoYHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/LiuXW18,
author = {Na Liu and
Fei Xie and
Xindong Wu},
title = {Multi-pattern matching with variable-length wildcards using suffix
tree},
journal = {Pattern Anal. Appl.},
volume = {21},
number = {4},
pages = {1151--1165},
year = {2018},
url = {https://doi.org/10.1007/s10044-018-0733-0},
doi = {10.1007/S10044-018-0733-0},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/LiuXW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/YangLMCW18,
author = {Chao Yang and
Hongbo Liu and
Se{\'{a}}n F. McLoone and
C. L. Philip Chen and
Xindong Wu},
title = {A Novel Variable Precision Reduction Approach to Comprehensive Knowledge
Systems},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {2},
pages = {661--674},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2648824},
doi = {10.1109/TCYB.2017.2648824},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/YangLMCW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HuangLHW18,
author = {Jun Huang and
Guorong Li and
Qingming Huang and
Xindong Wu},
title = {Joint Feature Selection and Classification for Multilabel Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {3},
pages = {876--889},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2663838},
doi = {10.1109/TCYB.2017.2663838},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/HuangLHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/LiHWHZLW18,
author = {Pei{-}Pei Li and
Lu He and
Haiyan Wang and
Xuegang Hu and
Yuhong Zhang and
Lei Li and
Xindong Wu},
title = {Learning From Short Text Streams With Topic Drifts},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {9},
pages = {2697--2711},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2748598},
doi = {10.1109/TCYB.2017.2748598},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/LiHWHZLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WuTZW18,
author = {Youxi Wu and
Yao Tong and
Xingquan Zhu and
Xindong Wu},
title = {{NOSEP:} Nonoverlapping Sequence Pattern Mining With Gap Constraints},
journal = {{IEEE} Trans. Cybern.},
volume = {48},
number = {10},
pages = {2809--2822},
year = {2018},
url = {https://doi.org/10.1109/TCYB.2017.2750691},
doi = {10.1109/TCYB.2017.2750691},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WuTZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/QiaoHWLGW18,
author = {Shaojie Qiao and
Nan Han and
Junfeng Wang and
Rong{-}Hua Li and
Louis Alberto Gutierrez and
Xindong Wu},
title = {Predicting Long-Term Trajectories of Connected Vehicles via the Prefix-Projection
Technique},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {19},
number = {7},
pages = {2305--2315},
year = {2018},
url = {https://doi.org/10.1109/TITS.2017.2750075},
doi = {10.1109/TITS.2017.2750075},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/QiaoHWLGW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/WuA18,
author = {Xindong Wu and
Charu C. Aggarwal},
title = {Editorial: {TKDD} Special Issue on Interactive Data Exploration and
Analytics},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {1},
pages = {1:1},
year = {2018},
url = {https://doi.org/10.1145/3181707},
doi = {10.1145/3181707},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkdd/WuA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/LiWLW18,
author = {Pei{-}Pei Li and
Haixun Wang and
Hongsong Li and
Xindong Wu},
title = {Employing Semantic Context for Sparse Information Extraction Assessment},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {12},
number = {5},
pages = {54:1--54:36},
year = {2018},
url = {https://doi.org/10.1145/3201407},
doi = {10.1145/3201407},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/LiWLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuPZZW18,
author = {Jia Wu and
Shirui Pan and
Xingquan Zhu and
Chengqi Zhang and
Xindong Wu},
title = {Multi-Instance Learning with Discriminative Bag Mapping},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {6},
pages = {1065--1080},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2017.2788430},
doi = {10.1109/TKDE.2017.2788430},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuPZZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/QiaoHGLHGGW18,
author = {Shaojie Qiao and
Nan Han and
Yunjun Gao and
Rong{-}Hua Li and
Jianbin Huang and
Jun Guo and
Louis Alberto Gutierrez and
Xindong Wu},
title = {A Fast Parallel Community Discovery Model on Complex Networks Through
Approximate Optimization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {30},
number = {9},
pages = {1638--1651},
year = {2018},
url = {https://doi.org/10.1109/TKDE.2018.2803818},
doi = {10.1109/TKDE.2018.2803818},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/QiaoHGLHGGW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangSLW18,
author = {Jing Zhang and
Victor S. Sheng and
Tao Li and
Xindong Wu},
title = {Improving Crowdsourced Label Quality Using Noise Correction},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {29},
number = {5},
pages = {1675--1688},
year = {2018},
url = {https://doi.org/10.1109/TNNLS.2017.2677468},
doi = {10.1109/TNNLS.2017.2677468},
timestamp = {Mon, 18 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhangSLW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ic3k/Wu18,
author = {Xindong Wu},
editor = {Ana L. N. Fred and
Joaquim Filipe},
title = {Knowledge Graph for Public Security Analytics},
booktitle = {Proceedings of the 10th International Joint Conference on Knowledge
Discovery, Knowledge Engineering and Knowledge Management, {IC3K}
2018, Volume 1: KDIR, Seville, Spain, September 18-20, 2018},
pages = {17--31},
publisher = {SciTePress},
year = {2018},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ic3k/Wu18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/BeyazitHMW18,
author = {Ege Beyazit and
Matin Hosseini and
Anthony Maida and
Xindong Wu},
editor = {Vera Kurkov{\'{a}} and
Yannis Manolopoulos and
Barbara Hammer and
Lazaros S. Iliadis and
Ilias Maglogiannis},
title = {Learning Simplified Decision Boundaries from Trapezoidal Data Streams},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2018 - 27th
International Conference on Artificial Neural Networks, Rhodes, Greece,
October 4-7, 2018, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11139},
pages = {508--517},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-01418-6\_50},
doi = {10.1007/978-3-030-01418-6\_50},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icann/BeyazitHMW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/FuRMW18,
author = {Xiaoyi Fu and
Xinqi Ren and
Ole J. Mengshoel and
Xindong Wu},
editor = {Xindong Wu and
Yew{-}Soon Ong and
Charu C. Aggarwal and
Huanhuan Chen},
title = {Stochastic Optimization for Market Return Prediction Using Financial
Knowledge Graph},
booktitle = {2018 {IEEE} International Conference on Big Knowledge, {ICBK} 2018,
Singapore, November 17-18, 2018},
pages = {25--32},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICBK.2018.00012},
doi = {10.1109/ICBK.2018.00012},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/FuRMW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/YouWSCMD18,
author = {Dianlong You and
Xindong Wu and
Limin Shen and
Zhen Chen and
Chuan Ma and
Song Deng},
editor = {Xindong Wu and
Yew{-}Soon Ong and
Charu C. Aggarwal and
Huanhuan Chen},
title = {Online Feature Selection for Streaming Features with High Redundancy
Using Sliding-Window Sampling},
booktitle = {2018 {IEEE} International Conference on Big Knowledge, {ICBK} 2018,
Singapore, November 17-18, 2018},
pages = {205--212},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICBK.2018.00035},
doi = {10.1109/ICBK.2018.00035},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icbk/YouWSCMD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WuW18,
author = {Minghui Wu and
Xindong Wu},
title = {On Big Wisdom},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1--2},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00009},
doi = {10.1109/ICDM.2018.00009},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WuW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wang0QW18,
author = {Jiamiao Wang and
Ling Chen and
Lu Qin and
Xindong Wu},
title = {{ASTM:} An Attentional Segmentation Based Topic Model for Short Texts},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {577--586},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00073},
doi = {10.1109/ICDM.2018.00073},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/Wang0QW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuCDWLZW18,
author = {Guoxian Yu and
Xia Chen and
Carlotta Domeniconi and
Jun Wang and
Zhao Li and
Zili Zhang and
Xindong Wu},
title = {Feature-Induced Partial Multi-label Learning},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {1398--1403},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00192},
doi = {10.1109/ICDM.2018.00192},
timestamp = {Fri, 30 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/YuCDWLZW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/HeWBSW18,
author = {Yi He and
Di Wu and
Ege Beyazit and
Xiaoduan Sun and
Xindong Wu},
editor = {Lefteri H. Tsoukalas and
{\'{E}}ric Gr{\'{e}}goire and
Miltiadis Alamaniotis},
title = {Supervised Data Synthesizing and Evolving - {A} Framework for Real-World
Traffic Crash Severity Classification},
booktitle = {{IEEE} 30th International Conference on Tools with Artificial Intelligence,
{ICTAI} 2018, 5-7 November 2018, Volos, Greece},
pages = {163--170},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICTAI.2018.00034},
doi = {10.1109/ICTAI.2018.00034},
timestamp = {Wed, 07 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/HeWBSW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/FuWHW18,
author = {Weijie Fu and
Meng Wang and
Shijie Hao and
Xindong Wu},
editor = {Yike Guo and
Faisal Farooq},
title = {Scalable Active Learning by Approximated Error Reduction},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {1396--1405},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219954},
doi = {10.1145/3219819.3219954},
timestamp = {Mon, 30 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/FuWHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangW18,
author = {Jing Zhang and
Xindong Wu},
editor = {Yike Guo and
Faisal Farooq},
title = {Multi-Label Inference for Crowdsourcing},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {2738--2747},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219958},
doi = {10.1145/3219819.3219958},
timestamp = {Tue, 13 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icbk/2018,
editor = {Xindong Wu and
Yew{-}Soon Ong and
Charu C. Aggarwal and
Huanhuan Chen},
title = {2018 {IEEE} International Conference on Big Knowledge, {ICBK} 2018,
Singapore, November 17-18, 2018},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://ieeexplore.ieee.org/xpl/conhome/8588287/proceeding},
isbn = {978-1-5386-9125-0},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icbk/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-09080,
author = {Lei Sang and
Min Xu and
Shengsheng Qian and
Xindong Wu},
title = {{AAANE:} Attention-based Adversarial Autoencoder for Multi-scale Network
Embedding},
journal = {CoRR},
volume = {abs/1803.09080},
year = {2018},
url = {http://arxiv.org/abs/1803.09080},
eprinttype = {arXiv},
eprint = {1803.09080},
timestamp = {Thu, 21 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-09080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-05511,
author = {Zhong{-}Qiu Zhao and
Peng Zheng and
Shou{-}tao Xu and
Xindong Wu},
title = {Object Detection with Deep Learning: {A} Review},
journal = {CoRR},
volume = {abs/1807.05511},
year = {2018},
url = {http://arxiv.org/abs/1807.05511},
eprinttype = {arXiv},
eprint = {1807.05511},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-05511.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-02215,
author = {Jipeng Qiang and
Yun Li and
Yunhao Yuan and
Wei Liu and
Xindong Wu},
title = {{STTM:} {A} Tool for Short Text Topic Modeling},
journal = {CoRR},
volume = {abs/1808.02215},
year = {2018},
url = {http://arxiv.org/abs/1808.02215},
eprinttype = {arXiv},
eprint = {1808.02215},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-02215.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WuCLWLZ17,
author = {Xindong Wu and
Huanhuan Chen and
Jun Liu and
Gong{-}Qing Wu and
Ruqian Lu and
Nanning Zheng},
title = {Knowledge Engineering With Big Data (BigKE): {A} 54-Month, 45-Million
RMB, 15-Institution National Grand Project},
journal = {{IEEE} Access},
volume = {5},
pages = {12696--12701},
year = {2017},
url = {https://doi.org/10.1109/ACCESS.2017.2710298},
doi = {10.1109/ACCESS.2017.2710298},
timestamp = {Fri, 28 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WuCLWLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cai/WangLW17,
author = {Jiamiao Wang and
Lei Li and
Xindong Wu},
title = {LDA-Based Topic Strength Analysis},
journal = {Comput. Informatics},
volume = {36},
number = {6},
pages = {1283--1311},
year = {2017},
url = {https://doi.org/10.4149/cai\_2017\_6\_1283},
doi = {10.4149/CAI\_2017\_6\_1283},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cai/WangLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/WuSJW17,
author = {Youxi Wu and
Cong Shen and
He Jiang and
Xindong Wu},
title = {Strict pattern matching under non-overlapping condition},
journal = {Sci. China Inf. Sci.},
volume = {60},
number = {1},
pages = {12101},
year = {2017},
url = {https://doi.org/10.1007/s11432-015-0935-3},
doi = {10.1007/S11432-015-0935-3},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/WuSJW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhangCLHW17,
author = {Yuhong Zhang and
Guang Chu and
Pei{-}Pei Li and
Xuegang Hu and
Xindong Wu},
title = {Three-layer concept drifting detection in text data streams},
journal = {Neurocomputing},
volume = {260},
pages = {393--403},
year = {2017},
url = {https://doi.org/10.1016/j.neucom.2017.04.047},
doi = {10.1016/J.NEUCOM.2017.04.047},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/ZhangCLHW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangSLWW17,
author = {Jing Zhang and
Victor S. Sheng and
Qianmu Li and
Jian Wu and
Xindong Wu},
title = {Consensus algorithms for biased labeling in crowdsourcing},
journal = {Inf. Sci.},
volume = {382-383},
pages = {254--273},
year = {2017},
url = {https://doi.org/10.1016/j.ins.2016.12.026},
doi = {10.1016/J.INS.2016.12.026},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/ZhangSLWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/XieWZ17,
author = {Fei Xie and
Xindong Wu and
Xingquan Zhu},
title = {Efficient sequential pattern mining with wildcards for keyphrase extraction},
journal = {Knowl. Based Syst.},
volume = {115},
pages = {27--39},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2016.10.011},
doi = {10.1016/J.KNOSYS.2016.10.011},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/XieWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhouHLW17,
author = {Peng Zhou and
Xuegang Hu and
Pei{-}Pei Li and
Xindong Wu},
title = {Online feature selection for high-dimensional class-imbalanced data},
journal = {Knowl. Based Syst.},
volume = {136},
pages = {187--199},
year = {2017},
url = {https://doi.org/10.1016/j.knosys.2017.09.006},
doi = {10.1016/J.KNOSYS.2017.09.006},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhouHLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhengZGW17,
author = {Peng Zheng and
Zhong{-}Qiu Zhao and
Jun Gao and
Xindong Wu},
title = {Image set classification based on cooperative sparse representation},
journal = {Pattern Recognit.},
volume = {63},
pages = {206--217},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2016.09.043},
doi = {10.1016/J.PATCOG.2016.09.043},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhengZGW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/XuWLTZW17,
author = {Dongkuan Xu and
Jia Wu and
Dewei Li and
Yingjie Tian and
Xingquan Zhu and
Xindong Wu},
title = {{SALE:} Self-adaptive {LSH} encoding for multi-instance learning},
journal = {Pattern Recognit.},
volume = {71},
pages = {460--482},
year = {2017},
url = {https://doi.org/10.1016/j.patcog.2017.04.029},
doi = {10.1016/J.PATCOG.2017.04.029},
timestamp = {Mon, 12 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/XuWLTZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WuPZZW17,
author = {Jia Wu and
Shirui Pan and
Xingquan Zhu and
Chengqi Zhang and
Xindong Wu},
title = {Positive and Unlabeled Multi-Graph Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {47},
number = {4},
pages = {818--829},
year = {2017},
url = {https://doi.org/10.1109/TCYB.2016.2527239},
doi = {10.1109/TCYB.2016.2527239},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/WuPZZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/LinHLLW17,
author = {Yaojin Lin and
Qinghua Hu and
Jinghua Liu and
Jinjin Li and
Xindong Wu},
title = {Streaming Feature Selection for Multilabel Learning Based on Fuzzy
Mutual Information},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {25},
number = {6},
pages = {1491--1507},
year = {2017},
url = {https://doi.org/10.1109/TFUZZ.2017.2735947},
doi = {10.1109/TFUZZ.2017.2735947},
timestamp = {Mon, 18 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tfs/LinHLLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangZZTCZW17,
author = {Haishuai Wang and
Peng Zhang and
Xingquan Zhu and
Ivor Wai{-}Hung Tsang and
Ling Chen and
Chengqi Zhang and
Xindong Wu},
title = {Incremental Subgraph Feature Selection for Graph Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {1},
pages = {128--142},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2016.2616305},
doi = {10.1109/TKDE.2016.2616305},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangZZTCZW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangFHLW17,
author = {Meng Wang and
Weijie Fu and
Shijie Hao and
Hengchang Liu and
Xindong Wu},
title = {Learning on Big Graph: Label Inference and Regularization with Anchor
Hierarchy},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {5},
pages = {1101--1114},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2654445},
doi = {10.1109/TKDE.2017.2654445},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangFHLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HongHGWW17,
author = {Richang Hong and
Chuan He and
Yong Ge and
Meng Wang and
Xindong Wu},
title = {User Vitality Ranking and Prediction in Social Networking Services:
{A} Dynamic Network Perspective},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {6},
pages = {1343--1356},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2672749},
doi = {10.1109/TKDE.2017.2672749},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HongHGWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FangJLLW17,
author = {Binxing Fang and
Yan Jia and
Xiaoyong Li and
Aiping Li and
Xindong Wu},
title = {Big Search in Cyberspace},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {29},
number = {9},
pages = {1793--1805},
year = {2017},
url = {https://doi.org/10.1109/TKDE.2017.2699675},
doi = {10.1109/TKDE.2017.2699675},
timestamp = {Thu, 21 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FangJLLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/DengHXWW17,
author = {ShuiGuang Deng and
Longtao Huang and
Guandong Xu and
Xindong Wu and
Zhaohui Wu},
title = {On Deep Learning for Trust-Aware Recommendations in Social Networks},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {5},
pages = {1164--1177},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2514368},
doi = {10.1109/TNNLS.2016.2514368},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/DengHXWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhuLZJW17,
author = {Xiaofeng Zhu and
Xuelong Li and
Shichao Zhang and
Chunhua Ju and
Xindong Wu},
title = {Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature
Selection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {6},
pages = {1263--1275},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2521602},
doi = {10.1109/TNNLS.2016.2521602},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/ZhuLZJW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/YuWDMW17,
author = {Kui Yu and
Xindong Wu and
Wei Ding and
Yang Mu and
Hao Wang},
title = {Markov Blanket Feature Selection Using Representative Sets},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {11},
pages = {2775--2788},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2602365},
doi = {10.1109/TNNLS.2016.2602365},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/YuWDMW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/WangSW17,
author = {Qingren Wang and
Victor S. Sheng and
Xindong Wu},
editor = {Satinder Singh and
Shaul Markovitch},
title = {Keyphrase Extraction with Sequential Pattern Mining},
booktitle = {Proceedings of the Thirty-First {AAAI} Conference on Artificial Intelligence,
February 4-9, 2017, San Francisco, California, {USA}},
pages = {5003--5004},
publisher = {{AAAI} Press},
year = {2017},
url = {https://doi.org/10.1609/aaai.v31i1.11075},
doi = {10.1609/AAAI.V31I1.11075},
timestamp = {Mon, 04 Sep 2023 14:40:32 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HeLW17,
author = {Jin He and
Lei Li and
Xindong Wu},
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {A Self-Adaptive Sliding Window Based Topic Model for Non-uniform Texts},
booktitle = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
pages = {147--156},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICDM.2017.24},
doi = {10.1109/ICDM.2017.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HeLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/QiangCWW17,
author = {Jipeng Qiang and
Ping Chen and
Tong Wang and
Xindong Wu},
editor = {Jinho Kim and
Kyuseok Shim and
Longbing Cao and
Jae{-}Gil Lee and
Xuemin Lin and
Yang{-}Sae Moon},
title = {Topic Modeling over Short Texts by Incorporating Word Embeddings},
booktitle = {Advances in Knowledge Discovery and Data Mining - 21st Pacific-Asia
Conference, {PAKDD} 2017, Jeju, South Korea, May 23-26, 2017, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10235},
pages = {363--374},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-57529-2\_29},
doi = {10.1007/978-3-319-57529-2\_29},
timestamp = {Mon, 16 Mar 2020 17:44:09 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/QiangCWW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017,
editor = {Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {2017 {IEEE} International Conference on Data Mining, {ICDM} 2017,
New Orleans, LA, USA, November 18-21, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8211002/proceeding},
isbn = {978-1-5386-3835-4},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2017w,
editor = {Raju Gottumukkala and
Xia Ning and
Guozhu Dong and
Vijay Raghavan and
Srinivas Aluru and
George Karypis and
Lucio Miele and
Xindong Wu},
title = {2017 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2017, New Orleans, LA, USA, November 18-21, 2017},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://ieeexplore.ieee.org/xpl/conhome/8211022/proceeding},
isbn = {978-1-5386-3800-2},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2017w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuanJHRZLW17,
author = {Jifeng Xuan and
He Jiang and
Yan Hu and
Zhilei Ren and
Weiqin Zou and
Zhongxuan Luo and
Xindong Wu},
title = {Towards Effective Bug Triage with Towards Effective Bug Triage with
Software Data Reduction Techniques},
journal = {CoRR},
volume = {abs/1704.04761},
year = {2017},
url = {http://arxiv.org/abs/1704.04761},
eprinttype = {arXiv},
eprint = {1704.04761},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuanJHRZLW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/ZhangWS16,
author = {Jing Zhang and
Xindong Wu and
Victor S. Sheng},
title = {Learning from crowdsourced labeled data: a survey},
journal = {Artif. Intell. Rev.},
volume = {46},
number = {4},
pages = {543--576},
year = {2016},
url = {https://doi.org/10.1007/s10462-016-9491-9},
doi = {10.1007/S10462-016-9491-9},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/ZhangWS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/HuZFZWWW16,
author = {Donghui Hu and
Xiaotian Zhang and
Yuqi Fan and
Zhong{-}Qiu Zhao and
Lina Wang and
Xintao Wu and
Xindong Wu},
title = {On digital image trustworthiness},
journal = {Appl. Soft Comput.},
volume = {48},
pages = {240--253},
year = {2016},
url = {https://doi.org/10.1016/j.asoc.2016.07.010},
doi = {10.1016/J.ASOC.2016.07.010},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/HuZFZWWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/LiHWW16,
author = {Lei Li and
Jianping He and
Meng Wang and
Xindong Wu},
title = {Trust Agent-Based Behavior Induction in Social Networks},
journal = {{IEEE} Intell. Syst.},
volume = {31},
number = {1},
pages = {24--30},
year = {2016},
url = {https://doi.org/10.1109/MIS.2016.6},
doi = {10.1109/MIS.2016.6},
timestamp = {Fri, 12 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/LiHWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiuWZ16,
author = {Huawen Liu and
Xindong Wu and
Shichao Zhang},
title = {Neighbor selection for multilabel classification},
journal = {Neurocomputing},
volume = {182},
pages = {187--196},
year = {2016},
url = {https://doi.org/10.1016/j.neucom.2015.12.035},
doi = {10.1016/J.NEUCOM.2015.12.035},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiuWZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LinHZW16,
author = {Yaojin Lin and
Qinghua Hu and
Jia Zhang and
Xindong Wu},
title = {Multi-label feature selection with streaming labels},
journal = {Inf. Sci.},
volume = {372},
pages = {256--275},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.08.039},
doi = {10.1016/J.INS.2016.08.039},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/LinHZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/WuLLW16,
author = {Gong{-}Qing Wu and
Lei Li and
Li Li and
Xindong Wu},
title = {Web News Extraction via Tag Path Feature Fusion Using {DS} Theory},
journal = {J. Comput. Sci. Technol.},
volume = {31},
number = {4},
pages = {661--672},
year = {2016},
url = {https://doi.org/10.1007/s11390-016-1655-1},
doi = {10.1007/S11390-016-1655-1},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/WuLLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jis/WuTJW16,
author = {Youxi Wu and
Zhiqiang Tang and
He Jiang and
Xindong Wu},
title = {Approximate pattern matching with gap constraints},
journal = {J. Inf. Sci.},
volume = {42},
number = {5},
pages = {639--658},
year = {2016},
url = {https://doi.org/10.1177/0165551515603286},
doi = {10.1177/0165551515603286},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jis/WuTJW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsjkx/0008W018,
author = {Hao Wang and
Haiping Wang and
Xindong Wu},
title = {{\unicode{24102}}{\unicode{26377}}{\unicode{36890}}{\unicode{37197}}{\unicode{31526}}{\unicode{21644}}{\unicode{38271}}{\unicode{24230}}{\unicode{32422}}{\unicode{26463}}{\unicode{30340}}{\unicode{27169}}{\unicode{24335}}{\unicode{21305}}{\unicode{37197}}{\unicode{38382}}{\unicode{39064}}{\unicode{27714}}{\unicode{35299}}{\unicode{27169}}{\unicode{22411}}
(Models for Pattern Matching with Wildcards and Length Constraints)},
journal = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
volume = {43},
number = {4},
pages = {279--283},
year = {2016},
url = {https://doi.org/10.11896/j.issn.1002-137X.2016.04.057},
doi = {10.11896/J.ISSN.1002-137X.2016.04.057},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jsjkx/0008W018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/QiangC0XW16,
author = {Jipeng Qiang and
Ping Chen and
Wei Ding and
Fei Xie and
Xindong Wu},
title = {Multi-document summarization using closed patterns},
journal = {Knowl. Based Syst.},
volume = {99},
pages = {28--38},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.01.030},
doi = {10.1016/J.KNOSYS.2016.01.030},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/QiangC0XW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YuDW16,
author = {Kui Yu and
Wei Ding and
Xindong Wu},
title = {{LOFS:} {A} library of online streaming feature selection},
journal = {Knowl. Based Syst.},
volume = {113},
pages = {1--3},
year = {2016},
url = {https://doi.org/10.1016/j.knosys.2016.08.026},
doi = {10.1016/J.KNOSYS.2016.08.026},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/YuDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhaoCHW16,
author = {Zhong{-}Qiu Zhao and
Yiu{-}ming Cheung and
Haibo Hu and
Xindong Wu},
title = {Corrupted and occluded face recognition via cooperative sparse representation},
journal = {Pattern Recognit.},
volume = {56},
pages = {77--87},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2016.02.016},
doi = {10.1016/J.PATCOG.2016.02.016},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/ZhaoCHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tbd/ShaoWF16,
author = {Ming Shao and
Xindong Wu and
Yun Fu},
title = {Scalable Nearest Neighbor Sparse Graph Approximation by Exploiting
Graph Structure},
journal = {{IEEE} Trans. Big Data},
volume = {2},
number = {4},
pages = {365--380},
year = {2016},
url = {https://doi.org/10.1109/TBDATA.2016.2617883},
doi = {10.1109/TBDATA.2016.2617883},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tbd/ShaoWF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/YuWDP16,
author = {Kui Yu and
Xindong Wu and
Wei Ding and
Jian Pei},
title = {Scalable and Accurate Online Feature Selection for Big Data},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {11},
number = {2},
pages = {16:1--16:39},
year = {2016},
url = {https://doi.org/10.1145/2976744},
doi = {10.1145/2976744},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/YuWDP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangSWW16,
author = {Jing Zhang and
Victor S. Sheng and
Jian Wu and
Xindong Wu},
title = {Multi-Class Ground Truth Inference in Crowdsourcing with Clustering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {4},
pages = {1080--1085},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2015.2504974},
doi = {10.1109/TKDE.2015.2504974},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangSWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangFHTW16,
author = {Meng Wang and
Weijie Fu and
Shijie Hao and
Dacheng Tao and
Xindong Wu},
title = {Scalable Semi-Supervised Learning by Efficient Anchor Graph Regularization},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {7},
pages = {1864--1877},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2535367},
doi = {10.1109/TKDE.2016.2535367},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangFHTW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/BaiXWZZYW16,
author = {Mei Bai and
Junchang Xin and
Guoren Wang and
Luming Zhang and
Roger Zimmermann and
Ye Yuan and
Xindong Wu},
title = {Discovering the k Representative Skyline Over a Sliding Window},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {8},
pages = {2041--2056},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2546242},
doi = {10.1109/TKDE.2016.2546242},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/BaiXWZZYW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZL0ZW16,
author = {Qin Zhang and
Peng Zhang and
Guodong Long and
Wei Ding and
Chengqi Zhang and
Xindong Wu},
title = {Online Learning from Trapezoidal Data Streams},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {10},
pages = {2709--2723},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2563424},
doi = {10.1109/TKDE.2016.2563424},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZL0ZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuZLW16,
author = {Chen Xu and
Yongquan Zhang and
Runze Li and
Xindong Wu},
title = {On the Feasibility of Distributed Kernel Regression for Big Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {11},
pages = {3041--3052},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2594060},
doi = {10.1109/TKDE.2016.2594060},
timestamp = {Thu, 06 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuZLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuangLHW16,
author = {Jun Huang and
Guorong Li and
Qingming Huang and
Xindong Wu},
title = {Learning Label-Specific Features and Class-Dependent Labels for Multi-Label
Classification},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {28},
number = {12},
pages = {3309--3323},
year = {2016},
url = {https://doi.org/10.1109/TKDE.2016.2608339},
doi = {10.1109/TKDE.2016.2608339},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/HuangLHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangWZLW16,
author = {Jun Zhang and
Meng Wang and
Shengping Zhang and
Xuelong Li and
Xindong Wu},
title = {Spatiochromatic Context Modeling for Color Saliency Analysis},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {27},
number = {6},
pages = {1177--1189},
year = {2016},
url = {https://doi.org/10.1109/TNNLS.2015.2464316},
doi = {10.1109/TNNLS.2015.2464316},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/ZhangWZLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsc/ZhaoLW16,
author = {Yinfeng Zhao and
Lei Li and
Xindong Wu},
title = {Link Prediction-Based Multi-label Classification on Networked Data},
booktitle = {{IEEE} First International Conference on Data Science in Cyberspace,
{DSC} 2016, Changsha, China, June 13-16, 2016},
pages = {61--68},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/DSC.2016.45},
doi = {10.1109/DSC.2016.45},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsc/ZhaoLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SangXLW16,
author = {Lei Sang and
Fei Xie and
Xiaojian Liu and
Xindong Wu},
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{WEFEST:} Word Embedding Feature Extension for Short Text Classification},
booktitle = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
pages = {677--683},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDMW.2016.0101},
doi = {10.1109/ICDMW.2016.0101},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SangXLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiHHZLW16,
author = {Pei{-}Pei Li and
Lu He and
Xuegang Hu and
Yuhong Zhang and
Lei Li and
Xindong Wu},
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {Concept Based Short Text Stream Classification with Topic Drifting
Detection},
booktitle = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
pages = {1009--1014},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICDM.2016.0128},
doi = {10.1109/ICDM.2016.0128},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiHHZLW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ZhaoCPW16,
author = {Zhong{-}Qiu Zhao and
Kewen Cheng and
Qinmu Peng and
Xindong Wu},
editor = {De{-}Shuang Huang and
Vitoantonio Bevilacqua and
Prashan Premaratne},
title = {A Real-Time Head Pose Estimation Using Adaptive {POSIT} Based on Modified
Supervised Descent Method},
booktitle = {Intelligent Computing Theories and Application - 12th International
Conference, {ICIC} 2016, Lanzhou, China, August 2-5, 2016, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9771},
pages = {74--85},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42291-6\_8},
doi = {10.1007/978-3-319-42291-6\_8},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icic/ZhaoCPW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icic/ZhaoHSW16,
author = {Zhong{-}Qiu Zhao and
Zhen{-}Wei Hao and
Run Su and
Xindong Wu},
editor = {De{-}Shuang Huang and
Kang{-}Hyun Jo},
title = {Single Image Super Resolution with Neighbor Embedding and In-place
Patch Matching},
booktitle = {Intelligent Computing Theories and Application - 12th International
Conference, {ICIC} 2016, Lanzhou, China, August 2-5, 2016, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9772},
pages = {493--502},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-42294-7\_44},
doi = {10.1007/978-3-319-42294-7\_44},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/icic/ZhaoHSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/QiangC0WXW16,
author = {Jipeng Qiang and
Ping Chen and
Wei Ding and
Tong Wang and
Fei Xie and
Xindong Wu},
title = {Topic Discovery from Heterogeneous Texts},
booktitle = {28th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2016, San Jose, CA, USA, November 6-8, 2016},
pages = {196--203},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/ICTAI.2016.0039},
doi = {10.1109/ICTAI.2016.0039},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/QiangC0WXW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2016,
editor = {Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{IEEE} 16th International Conference on Data Mining, {ICDM} 2016,
December 12-15, 2016, Barcelona, Spain},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7837023/proceeding},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2016w,
editor = {Carlotta Domeniconi and
Francesco Gullo and
Francesco Bonchi and
Josep Domingo{-}Ferrer and
Ricardo Baeza{-}Yates and
Zhi{-}Hua Zhou and
Xindong Wu},
title = {{IEEE} International Conference on Data Mining Workshops, {ICDM} Workshops
2016, December 12-15, 2016, Barcelona, Spain},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://ieeexplore.ieee.org/xpl/conhome/7836069/proceeding},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2016w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Yu0W16,
author = {Kui Yu and
Wei Ding and
Xindong Wu},
title = {{LOFS:} Library of Online Streaming Feature Selection},
journal = {CoRR},
volume = {abs/1603.00531},
year = {2016},
url = {http://arxiv.org/abs/1603.00531},
eprinttype = {arXiv},
eprint = {1603.00531},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/Yu0W16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WangWLLZHW16,
author = {Jing Wang and
Meng Wang and
Pei{-}Pei Li and
Luoqi Liu and
Zhongqiu Zhao and
Xuegang Hu and
Xindong Wu},
title = {Online Feature Selection with Group Structure Analysis},
journal = {CoRR},
volume = {abs/1608.05889},
year = {2016},
url = {http://arxiv.org/abs/1608.05889},
eprinttype = {arXiv},
eprint = {1608.05889},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/WangWLLZHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/QiangCWW16,
author = {Jipeng Qiang and
Ping Chen and
Tong Wang and
Xindong Wu},
title = {Topic Modeling over Short Texts by Incorporating Word Embeddings},
journal = {CoRR},
volume = {abs/1609.08496},
year = {2016},
url = {http://arxiv.org/abs/1609.08496},
eprinttype = {arXiv},
eprint = {1609.08496},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/QiangCWW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JiangWZZW16,
author = {Xiang Jiang and
Shikui Wei and
Ruizhen Zhao and
Yao Zhao and
Xindong Wu},
title = {Camera Fingerprint: {A} New Perspective for Identifying User's Identity},
journal = {CoRR},
volume = {abs/1610.07728},
year = {2016},
url = {http://arxiv.org/abs/1610.07728},
eprinttype = {arXiv},
eprint = {1610.07728},
timestamp = {Thu, 05 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JiangWZZW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/LiWHW15,
author = {Pei{-}Pei Li and
Xindong Wu and
Xuegang Hu and
Hao Wang},
title = {An Incremental Decision Tree for Mining Multilabel Data},
journal = {Appl. Artif. Intell.},
volume = {29},
number = {10},
pages = {992--1014},
year = {2015},
url = {https://doi.org/10.1080/08839514.2015.1097154},
doi = {10.1080/08839514.2015.1097154},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aai/LiWHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WuFJW15,
author = {Youxi Wu and
Shuai Fu and
He Jiang and
Xindong Wu},
title = {Strict approximate pattern matching with general gaps},
journal = {Appl. Intell.},
volume = {42},
number = {3},
pages = {566--580},
year = {2015},
url = {https://doi.org/10.1007/s10489-014-0612-3},
doi = {10.1007/S10489-014-0612-3},
timestamp = {Tue, 01 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WuFJW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/WuCWLZHzZWLZZ15,
author = {Xindong Wu and
Huanhuan Chen and
Gong{-}Qing Wu and
Jun Liu and
Qinghua Zheng and
Xiaofeng He and
Aoying Zhou and
Zhong{-}Qiu Zhao and
Bifan Wei and
Yang Li and
Qiping Zhang and
Shichao Zhang},
title = {Knowledge Engineering with Big Data},
journal = {{IEEE} Intell. Syst.},
volume = {30},
number = {5},
pages = {46--55},
year = {2015},
url = {https://doi.org/10.1109/MIS.2015.56},
doi = {10.1109/MIS.2015.56},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/WuCWLZHzZWLZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/ZhaoCHW15,
author = {Zhong{-}Qiu Zhao and
Yiu{-}ming Cheung and
Haibo Hu and
Xindong Wu},
title = {Expanding dictionary for robust face recognition: pixel is not necessary
while sparsity is},
journal = {{IET} Comput. Vis.},
volume = {9},
number = {5},
pages = {648--654},
year = {2015},
url = {https://doi.org/10.1049/iet-cvi.2014.0279},
doi = {10.1049/IET-CVI.2014.0279},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-cvi/ZhaoCHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ZhaoMCWTC15,
author = {Zhong{-}Qiu Zhao and
Lin{-}Hai Ma and
Yiu{-}ming Cheung and
Xindong Wu and
Yuan Yan Tang and
Chun Lung Philip Chen},
title = {ApLeaf: An efficient android-based plant leaf identification system},
journal = {Neurocomputing},
volume = {151},
pages = {1112--1119},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2014.02.077},
doi = {10.1016/J.NEUCOM.2014.02.077},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ZhaoMCWTC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiWHW15,
author = {Pei{-}Pei Li and
Xindong Wu and
Xuegang Hu and
Hao Wang},
title = {Learning concept-drifting data streams with random ensemble decision
trees},
journal = {Neurocomputing},
volume = {166},
pages = {68--83},
year = {2015},
url = {https://doi.org/10.1016/j.neucom.2015.04.024},
doi = {10.1016/J.NEUCOM.2015.04.024},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LiWHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsnet/HuSZZWW15,
author = {Donghui Hu and
Bin Su and
Shuli Zheng and
Zhong{-}Qiu Zhao and
Xintao Wu and
Xindong Wu},
title = {Security and privacy protocols for perceptual image hashing},
journal = {Int. J. Sens. Networks},
volume = {17},
number = {3},
pages = {146--162},
year = {2015},
url = {https://doi.org/10.1504/IJSNET.2015.068178},
doi = {10.1504/IJSNET.2015.068178},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsnet/HuSZZWW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ChengZWZ15,
author = {Yusheng Cheng and
Wenfa Zhan and
Xindong Wu and
Yuzhou Zhang},
title = {Automatic determination about precision parameter value based on inclusion
degree with variable precision rough set model},
journal = {Inf. Sci.},
volume = {290},
pages = {72--85},
year = {2015},
url = {https://doi.org/10.1016/j.ins.2014.08.034},
doi = {10.1016/J.INS.2014.08.034},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ChengZWZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HamedWEF15,
author = {Ahmed Abdeen Hamed and
Xindong Wu and
Robert Erickson and
Tamer Fandy},
title = {Twitter {K-H} networks in action: Advancing biomedical literature
for drug search},
journal = {J. Biomed. Informatics},
volume = {56},
pages = {157--168},
year = {2015},
url = {https://doi.org/10.1016/j.jbi.2015.05.015},
doi = {10.1016/J.JBI.2015.05.015},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HamedWEF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jda/ArslanHHW15,
author = {Abdullah N. Arslan and
Dan He and
Yu He and
Xindong Wu},
title = {Pattern matching with wildcards and length constraints using maximum
network flow},
journal = {J. Discrete Algorithms},
volume = {35},
pages = {9--16},
year = {2015},
url = {https://doi.org/10.1016/j.jda.2015.08.003},
doi = {10.1016/J.JDA.2015.08.003},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jda/ArslanHHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangSNW15,
author = {Jing Zhang and
Victor S. Sheng and
Bryce Nicholson and
Xindong Wu},
title = {{CEKA:} a tool for mining the wisdom of crowds},
journal = {J. Mach. Learn. Res.},
volume = {16},
pages = {2853--2858},
year = {2015},
url = {https://dl.acm.org/doi/10.5555/2789272.2912090},
doi = {10.5555/2789272.2912090},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangSNW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiuMZW15,
author = {Huawen Liu and
Zongjie Ma and
Shichao Zhang and
Xindong Wu},
title = {Penalized partial least square discriminant analysis with l\({}_{\mbox{1}}\)
for multi-label data},
journal = {Pattern Recognit.},
volume = {48},
number = {5},
pages = {1724--1733},
year = {2015},
url = {https://doi.org/10.1016/j.patcog.2014.11.007},
doi = {10.1016/J.PATCOG.2014.11.007},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/LiuMZW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/ZhangHLLW15,
author = {Yuhong Zhang and
Xuegang Hu and
Pei{-}Pei Li and
Lei Li and
Xindong Wu},
title = {Cross-domain sentiment classification-feature divergence, polarity
divergence or both?},
journal = {Pattern Recognit. Lett.},
volume = {65},
pages = {44--50},
year = {2015},
url = {https://doi.org/10.1016/j.patrec.2015.07.006},
doi = {10.1016/J.PATREC.2015.07.006},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/ZhangHLLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhangWS15,
author = {Jing Zhang and
Xindong Wu and
Victor S. Sheng},
title = {Active Learning With Imbalanced Multiple Noisy Labeling},
journal = {{IEEE} Trans. Cybern.},
volume = {45},
number = {5},
pages = {1081--1093},
year = {2015},
url = {https://doi.org/10.1109/TCYB.2014.2344674},
doi = {10.1109/TCYB.2014.2344674},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcyb/ZhangWS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/Yu0SWPW15,
author = {Kui Yu and
Wei Ding and
Dan A. Simovici and
Hao Wang and
Jian Pei and
Xindong Wu},
title = {Classification with Streaming Features: An Emerging-Pattern Mining
Approach},
journal = {{ACM} Trans. Knowl. Discov. Data},
volume = {9},
number = {4},
pages = {30:1--30:31},
year = {2015},
url = {https://doi.org/10.1145/2700409},
doi = {10.1145/2700409},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkdd/Yu0SWPW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/FangWDW15,
author = {Yuqiang Fang and
Ruili Wang and
Bin Dai and
Xindong Wu},
title = {Graph-Based Learning via Auto-Grouped Sparse Regularization and Kernelized
Extension},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {1},
pages = {142--154},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2312322},
doi = {10.1109/TKDE.2014.2312322},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/FangWDW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/XuanJHRZLW15,
author = {Jifeng Xuan and
He Jiang and
Yan Hu and
Zhilei Ren and
Weiqin Zou and
Zhongxuan Luo and
Xindong Wu},
title = {Towards Effective Bug Triage with Software Data Reduction Techniques},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {1},
pages = {264--280},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2324590},
doi = {10.1109/TKDE.2014.2324590},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/XuanJHRZLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LuWB15,
author = {Zhenyu Lu and
Xindong Wu and
Josh C. Bongard},
title = {Active Learning through Adaptive Heterogeneous Ensembling},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {2},
pages = {368--381},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2304474},
doi = {10.1109/TKDE.2014.2304474},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/LuWB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangWS15,
author = {Jing Zhang and
Xindong Wu and
Victor S. Sheng},
title = {Imbalanced Multiple Noisy Labeling},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {2},
pages = {489--503},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2014.2327039},
doi = {10.1109/TKDE.2014.2327039},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangWS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangLW15,
author = {Meng Wang and
Xueliang Liu and
Xindong Wu},
title = {Visual Classification by {\(\mathscr{l}\)}\({}_{\mbox{1}}\)-Hypergraph
Modeling},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {9},
pages = {2564--2574},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2415497},
doi = {10.1109/TKDE.2015.2415497},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WangLW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/LiWZWHW15,
author = {Pei{-}Pei Li and
Haixun Wang and
Kenny Q. Zhu and
Zhongyuan Wang and
Xuegang Hu and
Xindong Wu},
title = {A Large Probabilistic Semantic Network Based Approach to Compute Term
Similarity},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {10},
pages = {2604--2617},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2419673},
doi = {10.1109/TKDE.2015.2419673},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/LiWZWHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WangWLLZHW15,
author = {Jing Wang and
Meng Wang and
Pei{-}Pei Li and
Luoqi Liu and
Zhong{-}Qiu Zhao and
Xuegang Hu and
Xindong Wu},
title = {Online Feature Selection with Group Structure Analysis},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {27},
number = {11},
pages = {3029--3041},
year = {2015},
url = {https://doi.org/10.1109/TKDE.2015.2441716},
doi = {10.1109/TKDE.2015.2441716},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WangWLLZHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangSWFW15,
author = {Jing Zhang and
Victor S. Sheng and
Jian Wu and
Xiaoqin Fu and
Xindong Wu},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Improving Label Quality in Crowdsourcing Using Noise Correction},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1931--1934},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806627},
doi = {10.1145/2806416.2806627},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/ZhangSWFW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/WangZXW15,
author = {Qingren Wang and
Youhua Zhang and
Fei Xie and
Xindong Wu},
title = {Prediction of rice brown planthoppers based on system dynamics},
booktitle = {12th International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2015, Zhangjiajie, China, August 15-17, 2015},
pages = {2559--2564},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/FSKD.2015.7382359},
doi = {10.1109/FSKD.2015.7382359},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/fskd/WangZXW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangLHW15,
author = {Jun Huang and
Guorong Li and
Qingming Huang and
Xindong Wu},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Learning Label Specific Features for Multi-label Classification},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {181--190},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.67},
doi = {10.1109/ICDM.2015.67},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangLHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZLDZW15,
author = {Qin Zhang and
Peng Zhang and
Guodong Long and
Wei Ding and
Chengqi Zhang and
Xindong Wu},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Towards Mining Trapezoidal Data Streams},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1111--1116},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.42},
doi = {10.1109/ICDM.2015.42},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZLDZW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/ZhaoHZW15,
author = {Zhong{-}Qiu Zhao and
Yan Hong and
Peng Zheng and
Xindong Wu},
title = {Plant identification using triangular representation based on salient
points and margin points},
booktitle = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
Quebec City, QC, Canada, September 27-30, 2015},
pages = {1145--1149},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICIP.2015.7350979},
doi = {10.1109/ICIP.2015.7350979},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/ZhaoHZW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhangWGWZW15,
author = {Jun Zhang and
Meng Wang and
Jun Gao and
Yi Wang and
Xudong Zhang and
Xindong Wu},
editor = {Qiang Yang and
Michael J. Wooldridge},
title = {Saliency Detection with a Deeper Investigation of Light Field},
booktitle = {Proceedings of the Twenty-Fourth International Joint Conference on
Artificial Intelligence, {IJCAI} 2015, Buenos Aires, Argentina, July
25-31, 2015},
pages = {2212--2218},
publisher = {{AAAI} Press},
year = {2015},
url = {http://ijcai.org/Abstract/15/313},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhangWGWZW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuW0PSIW15,
author = {Kui Yu and
Dawei Wang and
Wei Ding and
Jian Pei and
David L. Small and
Shafiqul Islam and
Xindong Wu},
editor = {Longbing Cao and
Chengqi Zhang and
Thorsten Joachims and
Geoffrey I. Webb and
Dragos D. Margineantu and
Graham Williams},
title = {Tornado Forecasting with Multiple Markov Boundaries},
booktitle = {Proceedings of the 21th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Sydney, NSW, Australia, August
10-13, 2015},
pages = {2237--2246},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2783258.2788612},
doi = {10.1145/2783258.2788612},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/YuW0PSIW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smartcity/LiWL15,
author = {Yi Li and
Xindong Wu and
Lei Li},
title = {Community Influence Analysis Based on Social Network Structures},
booktitle = {2015 {IEEE} International Conference on Smart City/SocialCom/SustainCom/DataCom/SC2
2015, Chengdu, China, December 19-21, 2015},
pages = {247--254},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/SmartCity.2015.79},
doi = {10.1109/SMARTCITY.2015.79},
timestamp = {Thu, 13 Apr 2023 12:52:26 +0200},
biburl = {https://dblp.org/rec/conf/smartcity/LiWL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2015,
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://ieeexplore.ieee.org/xpl/conhome/7373198/proceeding},
isbn = {978-1-4673-9504-5},
timestamp = {Fri, 03 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/YuW0P15,
author = {Kui Yu and
Xindong Wu and
Wei Ding and
Jian Pei},
title = {Scalable and Accurate Online Feature Selection for Big Data},
journal = {CoRR},
volume = {abs/1511.09263},
year = {2015},
url = {http://arxiv.org/abs/1511.09263},
eprinttype = {arXiv},
eprint = {1511.09263},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/YuW0P15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LinHW14,
author = {Yaojin Lin and
Xuegang Hu and
Xindong Wu},
title = {Ensemble learning from multiple information sources via label propagation
and consensus},
journal = {Appl. Intell.},
volume = {41},
number = {1},
pages = {30--41},
year = {2014},
url = {https://doi.org/10.1007/s10489-013-0508-7},
doi = {10.1007/S10489-013-0508-7},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/LinHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/WuWR0W14,
author = {Youxi Wu and
Lingling Wang and
Jiadong Ren and
Wei Ding and
Xindong Wu},
title = {Mining sequential patterns with periodic wildcard gaps},
journal = {Appl. Intell.},
volume = {41},
number = {1},
pages = {99--116},
year = {2014},
url = {https://doi.org/10.1007/s10489-013-0499-4},
doi = {10.1007/S10489-013-0499-4},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/WuWR0W14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/NingMYLWLP14,
author = {Huansheng Ning and
Jianhua Ma and
Laurence T. Yang and
Weifeng L{\"{u}} and
Xindong Wu and
Victor C. M. Leung and
Vincenzo Piuri},
title = {Editor's note},
journal = {Sci. China Inf. Sci.},
volume = {57},
number = {3},
pages = {1},
year = {2014},
url = {https://doi.org/10.1007/s11432-014-5072-1},
doi = {10.1007/S11432-014-5072-1},
timestamp = {Tue, 30 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/NingMYLWLP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/JiangXRWW14,
author = {He Jiang and
Jifeng Xuan and
Zhilei Ren and
Youxi Wu and
Xindong Wu},
title = {Misleading classification},
journal = {Sci. China Inf. Sci.},
volume = {57},
number = {5},
pages = {1--17},
year = {2014},
url = {https://doi.org/10.1007/s11432-013-4798-5},
doi = {10.1007/S11432-013-4798-5},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/JiangXRWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/ZhaoWLGG14,
author = {Zhong{-}Qiu Zhao and
Xindong Wu and
Canyi Lu and
Herv{\'{e}} Glotin and
Jun Gao},
title = {Optimizing widths with {PSO} for center selection of Gaussian radial
basis function networks},
journal = {Sci. China Inf. Sci.},
volume = {57},
number = {5},
pages = {1--17},
year = {2014},
url = {https://doi.org/10.1007/s11432-013-4850-5},
doi = {10.1007/S11432-013-4850-5},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/ZhaoWLGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/LiuWZ14,
author = {Huawen Liu and
Xindong Wu and
Shichao Zhang},
title = {A New Supervised Feature Selection Method for Pattern Classification},
journal = {Comput. Intell.},
volume = {30},
number = {2},
pages = {342--361},
year = {2014},
url = {https://doi.org/10.1111/j.1467-8640.2012.00465.x},
doi = {10.1111/J.1467-8640.2012.00465.X},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ci/LiuWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LinHW14,
author = {Yaojin Lin and
Xuegang Hu and
Xindong Wu},
title = {Quality of information-based source assessment and selection},
journal = {Neurocomputing},
volume = {133},
pages = {95--102},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.11.027},
doi = {10.1016/J.NEUCOM.2013.11.027},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/LinHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HongPHWXW14,
author = {Richang Hong and
Jianxin Pan and
Shijie Hao and
Meng Wang and
Feng Xue and
Xindong Wu},
title = {Image quality assessment based on matching pursuit},
journal = {Inf. Sci.},
volume = {273},
pages = {196--211},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.03.009},
doi = {10.1016/J.INS.2014.03.009},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/HongPHWXW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/LiuZW14,
author = {Huawen Liu and
Shichao Zhang and
Xindong Wu},
title = {{MLSLR:} Multilabel Learning via Sparse Logistic Regression},
journal = {Inf. Sci.},
volume = {281},
pages = {310--320},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.05.013},
doi = {10.1016/J.INS.2014.05.013},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/LiuZW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/WuQX14,
author = {Xindong Wu and
Jipeng Qiang and
Fei Xie},
title = {Pattern Matching with Flexible Wildcards},
journal = {J. Comput. Sci. Technol.},
volume = {29},
number = {5},
pages = {740--750},
year = {2014},
url = {https://doi.org/10.1007/s11390-014-1464-3},
doi = {10.1007/S11390-014-1464-3},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/WuQX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YeWHH14,
author = {Mingquan Ye and
Xindong Wu and
Xuegang Hu and
Donghui Hu},
title = {Knowledge reduction for decision tables with attribute value taxonomies},
journal = {Knowl. Based Syst.},
volume = {56},
pages = {68--78},
year = {2014},
url = {https://doi.org/10.1016/j.knosys.2013.10.022},
doi = {10.1016/J.KNOSYS.2013.10.022},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YeWHH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangWN014,
author = {Chunxia Zhang and
Xindong Wu and
Zhendong Niu and
Wei Ding},
title = {Authorship identification from unstructured texts},
journal = {Knowl. Based Syst.},
volume = {66},
pages = {99--111},
year = {2014},
url = {https://doi.org/10.1016/j.knosys.2014.04.025},
doi = {10.1016/J.KNOSYS.2014.04.025},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangWN014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/LiuWHG14,
author = {Ying{-}Ling Liu and
Xindong Wu and
Xuegang Hu and
Jun Gao},
title = {A Matching Algorithm in {PMWL} based on CluTree},
journal = {New Gener. Comput.},
volume = {32},
number = {2},
pages = {95--122},
year = {2014},
url = {https://doi.org/10.1007/s00354-014-0201-3},
doi = {10.1007/S00354-014-0201-3},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/LiuWHG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/snam/HamedWR14,
author = {Ahmed Abdeen Hamed and
Xindong Wu and
Alan Rubin},
title = {A twitter recruitment intelligent system: association rule mining
for smoking cessation},
journal = {Soc. Netw. Anal. Min.},
volume = {4},
number = {1},
pages = {212},
year = {2014},
url = {https://doi.org/10.1007/s13278-014-0212-6},
doi = {10.1007/S13278-014-0212-6},
timestamp = {Tue, 08 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/snam/HamedWR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/GuiSCJW14,
author = {Jie Gui and
Zhenan Sun and
Jun Cheng and
Shuiwang Ji and
Xindong Wu},
title = {How to Estimate the Regularization Parameter for Spectral Regression
Discriminant Analysis and its Kernel Version?},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {24},
number = {2},
pages = {211--223},
year = {2014},
url = {https://doi.org/10.1109/TCSVT.2013.2273652},
doi = {10.1109/TCSVT.2013.2273652},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/GuiSCJW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/HongWGTLW14,
author = {Richang Hong and
Meng Wang and
Yue Gao and
Dacheng Tao and
Xuelong Li and
Xindong Wu},
title = {Image Annotation by Multiple-Instance Learning With Discriminative
Feature Mapping and Selection},
journal = {{IEEE} Trans. Cybern.},
volume = {44},
number = {5},
pages = {669--680},
year = {2014},
url = {https://doi.org/10.1109/TCYB.2013.2265601},
doi = {10.1109/TCYB.2013.2265601},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/HongWGTLW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/GaoWJWD14,
author = {Yue Gao and
Meng Wang and
Rongrong Ji and
Xindong Wu and
Qionghai Dai},
title = {3-D Object Retrieval With Hausdorff Distance Learning},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {61},
number = {4},
pages = {2088--2098},
year = {2014},
url = {https://doi.org/10.1109/TIE.2013.2262760},
doi = {10.1109/TIE.2013.2262760},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tie/GaoWJWD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuZW014,
author = {Xindong Wu and
Xingquan Zhu and
Gong{-}Qing Wu and
Wei Ding},
title = {Data Mining with Big Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {1},
pages = {97--107},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.109},
doi = {10.1109/TKDE.2013.109},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuZW014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangZZWW14,
author = {Lei Zhang and
Yao Zhao and
Zhenfeng Zhu and
Shikui Wei and
Xindong Wu},
title = {Mining Semantically Consistent Patterns for Cross-View Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {11},
pages = {2745--2758},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2014.2313866},
doi = {10.1109/TKDE.2014.2313866},
timestamp = {Fri, 21 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/ZhangZZWW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/HuangZHW14,
author = {Faliang Huang and
Shichao Zhang and
Minghua He and
Xindong Wu},
title = {Clustering web documents using hierarchical representation with multi-granularity},
journal = {World Wide Web},
volume = {17},
number = {1},
pages = {105--126},
year = {2014},
url = {https://doi.org/10.1007/s11280-012-0197-x},
doi = {10.1007/S11280-012-0197-X},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/www/HuangZHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/accv/ZhaoXCW14,
author = {Zhong{-}Qiu Zhao and
Bao{-}Jian Xie and
Yiu{-}ming Cheung and
Xindong Wu},
editor = {Daniel Cremers and
Ian D. Reid and
Hideo Saito and
Ming{-}Hsuan Yang},
title = {Plant Leaf Identification via a Growing Convolution Neural Network
with Progressive Sample Learning},
booktitle = {Computer Vision - {ACCV} 2014 - 12th Asian Conference on Computer
Vision, Singapore, Singapore, November 1-5, 2014, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9004},
pages = {348--361},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16808-1\_24},
doi = {10.1007/978-3-319-16808-1\_24},
timestamp = {Sat, 05 Sep 2020 17:58:13 +0200},
biburl = {https://dblp.org/rec/conf/accv/ZhaoXCW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiccsa/HamedWF14,
author = {Ahmed Abdeen Hamed and
Xindong Wu and
Tamer Fandy},
title = {Mining patterns in Big Data {K-H} networks},
booktitle = {11th {IEEE/ACS} International Conference on Computer Systems and Applications,
{AICCSA} 2014, Doha, Qatar, November 10-13, 2014},
pages = {176--183},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/AICCSA.2014.7073196},
doi = {10.1109/AICCSA.2014.7073196},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aiccsa/HamedWF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/HamedW14,
author = {Ahmed Abdeen Hamed and
Xindong Wu},
title = {Does Social Media Big Data Make the World Smaller? An Exploratory
Analysis of Keyword-Hashtag Networks},
booktitle = {2014 {IEEE} International Congress on Big Data, Anchorage, AK, USA,
June 27 - July 2, 2014},
pages = {454--461},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/BigData.Congress.2014.72},
doi = {10.1109/BIGDATA.CONGRESS.2014.72},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/bigdata/HamedW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuW0P14,
author = {Kui Yu and
Xindong Wu and
Wei Ding and
Jian Pei},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Towards Scalable and Accurate Online Feature Selection for Big Data},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {660--669},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.63},
doi = {10.1109/ICDM.2014.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuW0P14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XieWZ14,
author = {Fei Xie and
Xindong Wu and
Xingquan Zhu},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {Document-Specific Keyphrase Extraction Using Sequential Patterns with
Wildcards},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {1055--1060},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.105},
doi = {10.1109/ICDM.2014.105},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XieWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LiWL14,
author = {Hai{-}Guang Li and
Xindong Wu and
Zhao Li},
editor = {Yookun Cho and
Sung Y. Shin and
Sang{-}Wook Kim and
Chih{-}Cheng Hung and
Jiman Hong},
title = {Online learning with mobile sensor data for user recognition},
booktitle = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of
Korea - March 24 - 28, 2014},
pages = {64--70},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2554850.2554877},
doi = {10.1145/2554850.2554877},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/LiWL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LiW14,
author = {Zhao Li and
Xindong Wu},
editor = {Yookun Cho and
Sung Y. Shin and
Sang{-}Wook Kim and
Chih{-}Cheng Hung and
Jiman Hong},
title = {Single multiplicatively updated matrix factorization for co-clustering},
booktitle = {Symposium on Applied Computing, {SAC} 2014, Gyeongju, Republic of
Korea - March 24 - 28, 2014},
pages = {97--104},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2554850.2554979},
doi = {10.1145/2554850.2554979},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/LiW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/asunam/2014,
editor = {Xindong Wu and
Martin Ester and
Guandong Xu},
title = {2014 {IEEE/ACM} International Conference on Advances in Social Networks
Analysis and Mining, {ASONAM} 2014, Beijing, China, August 17-20,
2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/6911097/proceeding},
isbn = {978-1-4799-5877-1},
timestamp = {Thu, 02 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/asunam/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2014,
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7022262/proceeding},
isbn = {978-1-4799-4302-9},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2014w,
editor = {Zhi{-}Hua Zhou and
Wei Wang and
Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {2014 {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops 2014, Shenzhen, China, December 14, 2014},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://ieeexplore.ieee.org/xpl/conhome/7022263/proceeding},
isbn = {978-1-4799-4274-9},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2014w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiWLW13,
author = {Hai{-}Guang Li and
Xindong Wu and
Zhao Li and
Gong{-}Qing Wu},
title = {A relation extraction method of Chinese named entities based on location
and semantic features},
journal = {Appl. Intell.},
volume = {38},
number = {1},
pages = {1--15},
year = {2013},
url = {https://doi.org/10.1007/s10489-012-0353-0},
doi = {10.1007/S10489-012-0353-0},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LiWLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/GuoHXW13,
author = {Dan Guo and
Xuegang Hu and
Fei Xie and
Xindong Wu},
title = {Pattern matching with wildcards and gap-length constraints based on
a centrality-degree graph},
journal = {Appl. Intell.},
volume = {39},
number = {1},
pages = {57--74},
year = {2013},
url = {https://doi.org/10.1007/s10489-012-0394-4},
doi = {10.1007/S10489-012-0394-4},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/GuoHXW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/YeWHH13,
author = {Mingquan Ye and
Xindong Wu and
Xuegang Hu and
Donghui Hu},
title = {Multi-level rough set reduction for decision rule mining},
journal = {Appl. Intell.},
volume = {39},
number = {3},
pages = {642--658},
year = {2013},
url = {https://doi.org/10.1007/s10489-013-0439-3},
doi = {10.1007/S10489-013-0439-3},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/YeWHH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/LiLWW13,
author = {Hai{-}Guang Li and
Zhao Li and
Robert T. White and
Xindong Wu},
title = {A real-time transportation prediction system},
journal = {Appl. Intell.},
volume = {39},
number = {4},
pages = {793--804},
year = {2013},
url = {https://doi.org/10.1007/s10489-012-0409-1},
doi = {10.1007/S10489-012-0409-1},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/LiLWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cbm/WuZHA13,
author = {Xindong Wu and
Xingquan Zhu and
Yu He and
Abdullah N. Arslan},
title = {{PMBC:} Pattern mining from biological sequences with wildcard constraints},
journal = {Comput. Biol. Medicine},
volume = {43},
number = {5},
pages = {481--492},
year = {2013},
url = {https://doi.org/10.1016/j.compbiomed.2013.02.006},
doi = {10.1016/J.COMPBIOMED.2013.02.006},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cbm/WuZHA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/LinHLW13,
author = {Yaojin Lin and
Xuegang Hu and
Xiaomei Li and
Xindong Wu},
title = {Mining stable patterns in multiple correlated databases},
journal = {Decis. Support Syst.},
volume = {56},
pages = {202--210},
year = {2013},
url = {https://doi.org/10.1016/j.dss.2013.06.003},
doi = {10.1016/J.DSS.2013.06.003},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dss/LinHLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/WuXW013,
author = {Xindong Wu and
Fei Xie and
Gong{-}Qing Wu and
Wei Ding},
title = {Pnfs: Personalized Web News Filtering and Summarization},
journal = {Int. J. Artif. Intell. Tools},
volume = {22},
number = {5},
year = {2013},
url = {https://doi.org/10.1142/S0218213013600075},
doi = {10.1142/S0218213013600075},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/WuXW013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdmb/XieWHGGFH13,
author = {Fei Xie and
Xindong Wu and
Xuegang Hu and
Jun Gao and
Dan Guo and
Yulian Fei and
Ertian Hua},
title = {{MAIL:} mining sequential patterns with wildcards},
journal = {Int. J. Data Min. Bioinform.},
volume = {8},
number = {1},
pages = {1--23},
year = {2013},
url = {https://doi.org/10.1504/IJDMB.2013.054690},
doi = {10.1504/IJDMB.2013.054690},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdmb/XieWHGGFH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/JiangRXW13,
author = {He Jiang and
Zhilei Ren and
Jifeng Xuan and
Xindong Wu},
title = {Extracting elite pairwise constraints for clustering},
journal = {Neurocomputing},
volume = {99},
pages = {124--133},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2012.06.013},
doi = {10.1016/J.NEUCOM.2012.06.013},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/JiangRXW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/YeWHH13,
author = {Mingquan Ye and
Xindong Wu and
Xuegang Hu and
Donghui Hu},
title = {Anonymizing classification data using rough set theory},
journal = {Knowl. Based Syst.},
volume = {43},
pages = {82--94},
year = {2013},
url = {https://doi.org/10.1016/j.knosys.2013.01.007},
doi = {10.1016/J.KNOSYS.2013.01.007},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/YeWHH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/WuYDWZ13,
author = {Xindong Wu and
Kui Yu and
Wei Ding and
Hao Wang and
Xingquan Zhu},
title = {Online Feature Selection with Streaming Features},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {35},
number = {5},
pages = {1178--1192},
year = {2013},
url = {https://doi.org/10.1109/TPAMI.2012.197},
doi = {10.1109/TPAMI.2012.197},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/WuYDWZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/HongZGCW13,
author = {Richang Hong and
Zheng{-}Jun Zha and
Yue Gao and
Tat{-}Seng Chua and
Xindong Wu},
title = {Multimedia encyclopedia construction by mining web knowledge},
journal = {Signal Process.},
volume = {93},
number = {8},
pages = {2361--2368},
year = {2013},
url = {https://doi.org/10.1016/j.sigpro.2012.06.028},
doi = {10.1016/J.SIGPRO.2012.06.028},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/HongZGCW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/GaoWZSLW13,
author = {Yue Gao and
Meng Wang and
Zheng{-}Jun Zha and
Jialie Shen and
Xuelong Li and
Xindong Wu},
title = {Visual-Textual Joint Relevance Learning for Tag-Based Social Image
Search},
journal = {{IEEE} Trans. Image Process.},
volume = {22},
number = {1},
pages = {363--376},
year = {2013},
url = {https://doi.org/10.1109/TIP.2012.2202676},
doi = {10.1109/TIP.2012.2202676},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tip/GaoWZSLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/YuDWW13,
author = {Kui Yu and
Wei Ding and
Hao Wang and
Xindong Wu},
title = {Bridging Causal Relevance and Pattern Discriminability: Mining Emerging
Patterns from High-Dimensional Data},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {12},
pages = {2721--2739},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.218},
doi = {10.1109/TKDE.2012.218},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/YuDWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiWLD13,
author = {Hai{-}Guang Li and
Xindong Wu and
Zhao Li and
Wei Ding},
editor = {Marie desJardins and
Michael L. Littman},
title = {Online Group Feature Selection from Feature Streams},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1627--1628},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8516},
doi = {10.1609/AAAI.V27I1.8516},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiWLD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiWWH13,
author = {Xiaomei Li and
Xindong Wu and
Gong{-}Qing Wu and
Xuegang Hu},
editor = {Marie desJardins and
Michael L. Littman},
title = {Subchloroplast Location Prediction via Homolog Knowledge Transfer
and Feature Selection},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1631--1632},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8527},
doi = {10.1609/AAAI.V27I1.8527},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiWWH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangWS13,
author = {Jing Zhang and
Xindong Wu and
Victor Shengli Sheng},
editor = {Marie desJardins and
Michael L. Littman},
title = {Imbalanced Multiple Noisy Labeling for Supervised Learning},
booktitle = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
pages = {1651--1652},
publisher = {{AAAI} Press},
year = {2013},
url = {https://doi.org/10.1609/aaai.v27i1.8530},
doi = {10.1609/AAAI.V27I1.8530},
timestamp = {Mon, 04 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangWS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZhangWS13,
author = {Jing Zhang and
Xindong Wu and
Victor S. Sheng},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {A threshold method for imbalanced multiple noisy labeling},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {61--65},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2492640},
doi = {10.1145/2492517.2492640},
timestamp = {Thu, 11 Mar 2021 17:04:51 +0100},
biburl = {https://dblp.org/rec/conf/asunam/ZhangWS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/HamedWF13,
author = {Ahmed Abdeen Hamed and
Xindong Wu and
James R. Fingar},
editor = {Jon G. Rokne and
Christos Faloutsos},
title = {A Twitter-based smoking cessation recruitment system},
booktitle = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
Niagara, ON, Canada - August 25 - 29, 2013},
pages = {854--861},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2492517.2500228},
doi = {10.1145/2492517.2500228},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/asunam/HamedWF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiWZWW13,
author = {Pei{-}Pei Li and
Haixun Wang and
Kenny Q. Zhu and
Zhongyuan Wang and
Xindong Wu},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Computing term similarity by large probabilistic isA knowledge},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1401--1410},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505567},
doi = {10.1145/2505515.2505567},
timestamp = {Mon, 19 Aug 2024 08:36:26 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiWZWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiWLW13,
author = {Pei{-}Pei Li and
Haixun Wang and
Hongsong Li and
Xindong Wu},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Assessing sparse information extraction using semantic contexts},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {1709--1714},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505598},
doi = {10.1145/2505515.2505598},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/LiWLW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuLHW13,
author = {Gong{-}Qing Wu and
Li Li and
Xuegang Hu and
Xindong Wu},
editor = {Qi He and
Arun Iyengar and
Wolfgang Nejdl and
Jian Pei and
Rajeev Rastogi},
title = {Web news extraction via path ratios},
booktitle = {22nd {ACM} International Conference on Information and Knowledge Management,
CIKM'13, San Francisco, CA, USA, October 27 - November 1, 2013},
pages = {2059--2068},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2505515.2505558},
doi = {10.1145/2505515.2505558},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WuLHW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuWZMWD13,
author = {Kui Yu and
Xindong Wu and
Zan Zhang and
Yang Mu and
Hao Wang and
Wei Ding},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Markov Blanket Feature Selection with Non-faithful Data Distributions},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {857--866},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.154},
doi = {10.1109/ICDM.2013.154},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuWZMWD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiWLD13,
author = {Hai{-}Guang Li and
Xindong Wu and
Zhao Li and
Wei Ding},
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {Group Feature Selection with Streaming Features},
booktitle = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
pages = {1109--1114},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICDM.2013.137},
doi = {10.1109/ICDM.2013.137},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/LiWLD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/GuoXHW13,
author = {Dan Guo and
Taining Xiang and
Xuegang Hu and
Xindong Wu},
title = {Flexible Pattern Matching with Gap-Length and One-Off Conditions},
booktitle = {25th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2013, Herndon, VA, USA, November 4-6, 2013},
pages = {446--453},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICTAI.2013.73},
doi = {10.1109/ICTAI.2013.73},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/GuoXHW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangZHCWW13,
author = {Jing Wang and
Zhong{-}Qiu Zhao and
Xuegang Hu and
Yiu{-}ming Cheung and
Meng Wang and
Xindong Wu},
editor = {Francesca Rossi},
title = {Online Group Feature Selection},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1757--1763},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6765},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/WangZHCWW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WangDYWCSI13,
author = {Dawei Wang and
Wei Ding and
Kui Yu and
Xindong Wu and
Ping Chen and
David L. Small and
Shafiqul Islam},
editor = {Inderjit S. Dhillon and
Yehuda Koren and
Rayid Ghani and
Ted E. Senator and
Paul Bradley and
Rajesh Parekh and
Jingrui He and
Robert L. Grossman and
Ramasamy Uthurusamy},
title = {Towards long-lead forecasting of extreme flood events: a data mining
framework for precipitation cluster precursors identification},
booktitle = {The 19th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} 2013, Chicago, IL, USA, August 11-14, 2013},
pages = {1285--1293},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2487575.2488220},
doi = {10.1145/2487575.2488220},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WangDYWCSI13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhuHW13,
author = {Xiaofeng Zhu and
Zi Huang and
Xindong Wu},
editor = {Jian Pei and
Vincent S. Tseng and
Longbing Cao and
Hiroshi Motoda and
Guandong Xu},
title = {Multi-View Visual Classification via a Mixed-Norm Regularizer},
booktitle = {Advances in Knowledge Discovery and Data Mining, 17th Pacific-Asia
Conference, {PAKDD} 2013, Gold Coast, Australia, April 14-17, 2013,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7818},
pages = {520--531},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-37453-1\_43},
doi = {10.1007/978-3-642-37453-1\_43},
timestamp = {Thu, 02 May 2024 20:50:56 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhuHW13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/0003W0Z13,
author = {Wei Ding and
Xindong Wu and
Shichao Zhang and
Xiaofeng Zhu},
title = {Feature Selection by Joint Graph Sparse Coding},
booktitle = {Proceedings of the 13th {SIAM} International Conference on Data Mining,
May 2-4, 2013. Austin, Texas, {USA}},
pages = {803--811},
publisher = {{SIAM}},
year = {2013},
url = {https://doi.org/10.1137/1.9781611972832.89},
doi = {10.1137/1.9781611972832.89},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sdm/0003W0Z13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2013,
editor = {Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {2013 {IEEE} 13th International Conference on Data Mining, Dallas,
TX, USA, December 7-10, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6724379/proceeding},
isbn = {978-0-7695-5108-1},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2013w,
editor = {Wei Ding and
Takashi Washio and
Hui Xiong and
George Karypis and
Bhavani Thuraisingham and
Diane J. Cook and
Xindong Wu},
title = {13th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, TX, USA, December 7-10, 2013},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://ieeexplore.ieee.org/xpl/conhome/6732242/proceeding},
isbn = {978-0-7695-5109-8},
timestamp = {Wed, 29 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2013w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icimcs/2013,
editor = {Ke Lu and
Tao Mei and
Xindong Wu},
title = {International Conference on Internet Multimedia Computing and Service,
{ICIMCS} '13, Huangshan, China - August 17 - 19, 2013},
publisher = {{ACM}},
year = {2013},
url = {http://dl.acm.org/citation.cfm?id=2499788},
isbn = {978-1-4503-2252-2},
timestamp = {Tue, 20 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icimcs/2013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZhangCWZW12,
author = {Shichao Zhang and
Feng Chen and
Xindong Wu and
Chengqi Zhang and
Ruili Wang},
title = {Mining bridging rules between conceptual clusters},
journal = {Appl. Intell.},
volume = {36},
number = {1},
pages = {108--118},
year = {2012},
url = {https://doi.org/10.1007/s10489-010-0247-y},
doi = {10.1007/S10489-010-0247-Y},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ZhangCWZW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/YuWDW12,
author = {Kui Yu and
Xindong Wu and
Wei Ding and
Hao Wang},
title = {Exploring Causal Relationships with Streaming Features},
journal = {Comput. J.},
volume = {55},
number = {9},
pages = {1103--1117},
year = {2012},
url = {https://doi.org/10.1093/comjnl/bxs032},
doi = {10.1093/COMJNL/BXS032},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cj/YuWDW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcisys/MaoWJ12,
author = {Guojun Mao and
Xindong Wu and
Xuxian Jiang},
title = {Intrusion Detection Models Based on Data Mining},
journal = {Int. J. Comput. Intell. Syst.},
volume = {5},
number = {1},
pages = {30--38},
year = {2012},
url = {https://doi.org/10.1080/18756891.2012.670519},
doi = {10.1080/18756891.2012.670519},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcisys/MaoWJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijfipm/MinWW12,
author = {Fan Min and
Youxi Wu and
Xindong Wu},
title = {The Apriori property of sequence pattern mining with wildcard gaps},
journal = {Int. J. Funct. Informatics Pers. Medicine},
volume = {4},
number = {1},
pages = {15--31},
year = {2012},
url = {https://doi.org/10.1504/IJFIPM.2012.050418},
doi = {10.1504/IJFIPM.2012.050418},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijfipm/MinWW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/MelliWBBCDFGKGMPSZ12,
author = {Gabor Melli and
Xindong Wu and
Paul Beinat and
Francesco Bonchi and
Longbing Cao and
Rong Duan and
Christos Faloutsos and
Rayid Ghani and
Brendan Kitts and
Bart Goethals and
Geoffrey J. McLachlan and
Jian Pei and
Ashok Srivastava and
Osmar R. Za{\"{\i}}ane},
title = {Top-10 Data Mining Case Studies},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {11},
number = {2},
pages = {389--400},
year = {2012},
url = {https://doi.org/10.1142/S021962201240007X},
doi = {10.1142/S021962201240007X},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/MelliWBBCDFGKGMPSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/WuLH12,
author = {Xindong Wu and
Pei{-}Pei Li and
Xuegang Hu},
title = {Learning from concept drifting data streams with unlabeled data},
journal = {Neurocomputing},
volume = {92},
pages = {145--155},
year = {2012},
url = {https://doi.org/10.1016/j.neucom.2011.08.041},
doi = {10.1016/J.NEUCOM.2011.08.041},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/WuLH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijsi/LiW12,
author = {Zhao Li and
Xindong Wu},
title = {Fast Co-Clustering by Ranking and Sampling},
journal = {Int. J. Softw. Informatics},
volume = {6},
number = {4},
pages = {523--534},
year = {2012},
url = {http://www.ijsi.org/ch/reader/view\_abstract.aspx?file\_no=i143},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijsi/LiW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/ZhouTW12,
author = {Tianyi Zhou and
Dacheng Tao and
Xindong Wu},
title = {Compressed labeling on distilled labelsets for multi-label learning},
journal = {Mach. Learn.},
volume = {88},
number = {1-2},
pages = {69--126},
year = {2012},
url = {https://doi.org/10.1007/s10994-011-5276-1},
doi = {10.1007/S10994-011-5276-1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/ZhouTW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/ZhaoGXGW12,
author = {Zhong{-}Qiu Zhao and
Herv{\'{e}} Glotin and
Zhao Xie and
Jun Gao and
Xindong Wu},
title = {Cooperative Sparse Representation in Two Opposite Directions for Semi-Supervised
Image Annotation},
journal = {{IEEE} Trans. Image Process.},
volume = {21},
number = {9},
pages = {4218--4231},
year = {2012},
url = {https://doi.org/10.1109/TIP.2012.2197631},
doi = {10.1109/TIP.2012.2197631},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/ZhaoGXGW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/WangLTLW12,
author = {Meng Wang and
Hao Li and
Dacheng Tao and
Ke Lu and
Xindong Wu},
title = {Multimodal Graph-Based Reranking for Web Image Search},
journal = {{IEEE} Trans. Image Process.},
volume = {21},
number = {11},
pages = {4649--4661},
year = {2012},
url = {https://doi.org/10.1109/TIP.2012.2207397},
doi = {10.1109/TIP.2012.2207397},
timestamp = {Wed, 14 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/WangLTLW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/LiWH12,
author = {Pei{-}Pei Li and
Xindong Wu and
Xuegang Hu},
title = {Mining Recurring Concept Drifts with Limited Labeled Streaming Data},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {3},
number = {2},
pages = {29:1--29:32},
year = {2012},
url = {https://doi.org/10.1145/2089094.2089105},
doi = {10.1145/2089094.2089105},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/LiWH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/LiuWHGW12,
author = {Ying{-}Ling Liu and
Xindong Wu and
Xuegang Hu and
Jun Gao and
Chi Wang},
editor = {Tsau Young Lin and
Xiaohua Hu and
Zhaohui Wu and
Arbee L. P. Chen and
Andrei Z. Broder and
Howard Ho and
Shuliang Wang},
title = {Pattern matching with wildcards based on multiple suffix trees},
booktitle = {2012 {IEEE} International Conference on Granular Computing, GrC 2012,
Hangzhou, China, August 11-13, 2012},
pages = {320--325},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/GrC.2012.6468626},
doi = {10.1109/GRC.2012.6468626},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/grc/LiuWHGW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/QiangTGW12,
author = {Jipeng Qiang and
Weidong Tian and
Dan Guo and
Xindong Wu},
editor = {Tsau Young Lin and
Xiaohua Hu and
Zhaohui Wu and
Arbee L. P. Chen and
Andrei Z. Broder and
Howard Ho and
Shuliang Wang},
title = {Online pattern matching with wildcards},
booktitle = {2012 {IEEE} International Conference on Granular Computing, GrC 2012,
Hangzhou, China, August 11-13, 2012},
pages = {394--399},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/GrC.2012.6468639},
doi = {10.1109/GRC.2012.6468639},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grc/QiangTGW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grid/ZhangWHW12,
author = {Jing Zhang and
Gong{-}Qing Wu and
Xuegang Hu and
Xindong Wu},
title = {A Distributed Cache for Hadoop Distributed File System in Real-Time
Cloud Services},
booktitle = {13th {ACM/IEEE} International Conference on Grid Computing, {GRID}
2012, Beijing, China, September 20-23, 2012},
pages = {12--21},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/Grid.2012.17},
doi = {10.1109/GRID.2012.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grid/ZhangWHW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/FangZLDW12,
author = {Meng Fang and
Xingquan Zhu and
Bin Li and
Wei Ding and
Xindong Wu},
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {Self-Taught Active Learning from Crowds},
booktitle = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
pages = {858--863},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDM.2012.64},
doi = {10.1109/ICDM.2012.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/FangZLDW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/LiLWW12,
author = {Hai{-}Guang Li and
Zhao Li and
Robert T. White and
Xindong Wu},
editor = {He Jiang and
Wei Ding and
Moonis Ali and
Xindong Wu},
title = {A Real-Time Transportation Prediction System},
booktitle = {Advanced Research in Applied Artificial Intelligence - 25th International
Conference on Industrial Engineering and Other Applications of Applied
Intelligent Systems, {IEA/AIE} 2012, Dalian, China, June 9-12, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7345},
pages = {68--77},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31087-4\_8},
doi = {10.1007/978-3-642-31087-4\_8},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/LiLWW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuDSW12,
author = {Kui Yu and
Wei Ding and
Dan A. Simovici and
Xindong Wu},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Mining emerging patterns by streaming feature selection},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {60--68},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339544},
doi = {10.1145/2339530.2339544},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuDSW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SongCWWYD12,
author = {Yin Song and
Longbing Cao and
Xindong Wu and
Gang Wei and
Wu Ye and
Wei Ding},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Coupled behavior analysis for capturing coupling relationships in
group-based market manipulations},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {976--984},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339683},
doi = {10.1145/2339530.2339683},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/SongCWWYD12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/WuW12,
author = {Gong{-}Qing Wu and
Xindong Wu},
title = {Extracting Web News Using Tag Path Patterns},
booktitle = {2012 {IEEE/WIC/ACM} International Conferences on Web Intelligence,
{WI} 2012, Macau, China, December 4-7, 2012},
pages = {588--595},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/WI-IAT.2012.107},
doi = {10.1109/WI-IAT.2012.107},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/WuW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/CaoWH12,
author = {Tianyu Cao and
Xindong Wu and
Xiaohua Hu},
editor = {Wei Ding and
He Jiang and
Moonis Ali and
Mingchu Li},
title = {ProteinNET: {A} Protein Interaction Network Integration System},
booktitle = {Modern Advances in Intelligent Systems and Tools},
series = {Studies in Computational Intelligence},
volume = {431},
pages = {71--76},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30732-4\_9},
doi = {10.1007/978-3-642-30732-4\_9},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/CaoWH12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2012,
editor = {Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {12th {IEEE} International Conference on Data Mining, {ICDM} 2012,
Brussels, Belgium, December 10-13, 2012},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/xpl/conhome/6412852/proceeding},
isbn = {978-1-4673-4649-8},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2012w,
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/xpl/conhome/6403636/proceeding},
isbn = {978-1-4673-5164-5},
timestamp = {Wed, 21 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2012w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ieaaie/2012,
editor = {He Jiang and
Wei Ding and
Moonis Ali and
Xindong Wu},
title = {Advanced Research in Applied Artificial Intelligence - 25th International
Conference on Industrial Engineering and Other Applications of Applied
Intelligent Systems, {IEA/AIE} 2012, Dalian, China, June 9-12, 2012.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7345},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31087-4},
doi = {10.1007/978-3-642-31087-4},
isbn = {978-3-642-31086-7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/2012.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amc/LiuWS11,
author = {Yongguo Liu and
Xindong Wu and
Yi{-}Dong Shen},
title = {Automatic clustering using genetic algorithms},
journal = {Appl. Math. Comput.},
volume = {218},
number = {4},
pages = {1267--1279},
year = {2011},
url = {https://doi.org/10.1016/j.amc.2011.06.007},
doi = {10.1016/J.AMC.2011.06.007},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amc/LiuWS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cas/GuoHHGLWW11,
author = {Dan Guo and
Xiao{-}Li Hong and
Xuegang Hu and
Jun Gao and
Ying{-}Ling Liu and
Gong{-}Qing Wu and
Xindong Wu},
title = {A Bit-Parallel Algorithm for Sequential Pattern Matching with Wildcards},
journal = {Cybern. Syst.},
volume = {42},
number = {6},
pages = {382--401},
year = {2011},
url = {https://doi.org/10.1080/01969722.2011.600651},
doi = {10.1080/01969722.2011.600651},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cas/GuoHHGLWW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/HeZW11,
author = {Dan He and
Xingquan Zhu and
Xindong Wu},
title = {Mining Approximate Repeating Patterns from Sequence Data with Gap
Constraints},
journal = {Comput. Intell.},
volume = {27},
number = {3},
pages = {336--362},
year = {2011},
url = {https://doi.org/10.1111/j.1467-8640.2011.00383.x},
doi = {10.1111/J.1467-8640.2011.00383.X},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ci/HeZW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhouTW11,
author = {Tianyi Zhou and
Dacheng Tao and
Xindong Wu},
title = {Manifold elastic net: a unified framework for sparse dimension reduction},
journal = {Data Min. Knowl. Discov.},
volume = {22},
number = {3},
pages = {340--371},
year = {2011},
url = {https://doi.org/10.1007/s10618-010-0182-x},
doi = {10.1007/S10618-010-0182-X},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhouTW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/ZhangZSGW11,
author = {Peng Zhang and
Xingquan Zhu and
Yong Shi and
Li Guo and
Xindong Wu},
title = {Robust ensemble learning for mining noisy data streams},
journal = {Decis. Support Syst.},
volume = {50},
number = {2},
pages = {469--479},
year = {2011},
url = {https://doi.org/10.1016/j.dss.2010.11.004},
doi = {10.1016/J.DSS.2010.11.004},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/ZhangZSGW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/ZhuLWHZ11,
author = {Xingquan Zhu and
Bin Li and
Xindong Wu and
Dan He and
Chengqi Zhang},
title = {{CLAP:} Collaborative pattern mining for distributed information systems},
journal = {Decis. Support Syst.},
volume = {52},
number = {1},
pages = {40--51},
year = {2011},
url = {https://doi.org/10.1016/j.dss.2011.05.002},
doi = {10.1016/J.DSS.2011.05.002},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/ZhuLWHZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/CaoWWH11,
author = {Tianyu Cao and
Xindong Wu and
Song Wang and
Xiaohua Hu},
title = {Maximizing influence spread in modular social networks by optimal
resource allocation},
journal = {Expert Syst. Appl.},
volume = {38},
number = {10},
pages = {13128--13135},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2011.04.119},
doi = {10.1016/J.ESWA.2011.04.119},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/CaoWWH11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/ZhangZWB11,
author = {Yan Zhang and
Xingquan Zhu and
Xindong Wu and
Jeffrey P. Bond},
title = {Corrective classification: Learning from data imperfections with aggressive
and diverse classifier ensembling},
journal = {Inf. Syst.},
volume = {36},
number = {8},
pages = {1135--1157},
year = {2011},
url = {https://doi.org/10.1016/j.is.2011.05.002},
doi = {10.1016/J.IS.2011.05.002},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/ZhangZWB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/ZhangCSW11,
author = {Chunxia Zhang and
Cungen Cao and
Yuefei Sui and
Xindong Wu},
title = {A Chinese time ontology for the Semantic Web},
journal = {Knowl. Based Syst.},
volume = {24},
number = {7},
pages = {1057--1074},
year = {2011},
url = {https://doi.org/10.1016/j.knosys.2011.04.021},
doi = {10.1016/J.KNOSYS.2011.04.021},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/ZhangCSW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/YangCW11,
author = {Bo Yang and
Songcan Chen and
Xindong Wu},
title = {A structurally motivated framework for discriminant analysis},
journal = {Pattern Anal. Appl.},
volume = {14},
number = {4},
pages = {349--367},
year = {2011},
url = {https://doi.org/10.1007/s10044-011-0228-8},
doi = {10.1007/S10044-011-0228-8},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/YangCW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/DingSMBVWLCW11,
author = {Wei Ding and
Tomasz F. Stepinski and
Yang Mu and
Louren{\c{c}}o P. C. Bandeira and
Ricardo Vilalta and
Youxi Wu and
Zhenyu Lu and
Tianyu Cao and
Xindong Wu},
title = {Subkilometer crater discovery with boosting and transfer learning},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {2},
number = {4},
pages = {39:1--39:22},
year = {2011},
url = {https://doi.org/10.1145/1989734.1989743},
doi = {10.1145/1989734.1989743},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/DingSMBVWLCW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/LiangWPKC11,
author = {Qianhui Liang and
Xindong Wu and
E. K. Park and
Taghi M. Khoshgoftaar and
Chi{-}Hung Chi},
title = {Ontology-Based Business Process Customization for Composite Web Services},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {41},
number = {4},
pages = {717--729},
year = {2011},
url = {https://doi.org/10.1109/TSMCA.2011.2132710},
doi = {10.1109/TSMCA.2011.2132710},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/LiangWPKC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/widm/ZhangW11,
author = {Shichao Zhang and
Xindong Wu},
title = {Fundamentals of association rules in data mining and knowledge discovery},
journal = {WIREs Data Mining Knowl. Discov.},
volume = {1},
number = {2},
pages = {97--116},
year = {2011},
url = {https://doi.org/10.1002/widm.10},
doi = {10.1002/WIDM.10},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/widm/ZhangW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/ChenHHAW11,
author = {Xin Chen and
Tingting He and
Xiaohua Hu and
Yuan An and
Xindong Wu},
editor = {Fang{-}Xiang Wu and
Mohammed Javeed Zaki and
Shinichi Morishita and
Yi Pan and
Stephen Wong and
Anastasia Christianson and
Xiaohua Hu},
title = {Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic
Topic Models},
booktitle = {{IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2011, Atlanta, GA, USA, November 12-15, , 2011},
pages = {3--9},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/BIBM.2011.12},
doi = {10.1109/BIBM.2011.12},
timestamp = {Wed, 27 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/ChenHHAW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiuWZ11,
author = {Huawen Liu and
Xindong Wu and
Shichao Zhang},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Feature selection using hierarchical feature clustering},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {979--984},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063716},
doi = {10.1145/2063576.2063716},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiuWZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/LiWHZLW11,
author = {Hai{-}Guang Li and
Gong{-}Qing Wu and
Xuegang Hu and
Jing Zhang and
Lian Li and
Xindong Wu},
title = {K-Means Clustering with Bagging and MapReduce},
booktitle = {44th Hawaii International International Conference on Systems Science
{(HICSS-44} 2011), Proceedings, 4-7 January 2011, Koloa, Kauai, HI,
{USA}},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/HICSS.2011.265},
doi = {10.1109/HICSS.2011.265},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hicss/LiWHZLW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuWDWY11,
author = {Kui Yu and
Xindong Wu and
Wei Ding and
Hao Wang and
Hongliang Yao},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Causal Associative Classification},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {914--923},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.30},
doi = {10.1109/ICDM.2011.30},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuWDWY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icimcs/FengXHLCW11,
author = {Jiajia Feng and
Fei Xie and
Xuegang Hu and
Pei{-}Pei Li and
Jie Cao and
Xindong Wu},
editor = {Changsheng Xu and
Ralf Steinmetz and
Abdulmotaleb El{-}Saddik and
Chong{-}Wah Ngo and
Xiao Wu},
title = {Keyword extraction based on sequential pattern mining},
booktitle = {{ICIMCS} 2011, The Third International Conference on Internet Multimedia
Computing and Service, Chengdu, China, August 5-7, 2011},
series = {{ACM} International Conference Proceeding Series},
pages = {34--38},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2043674.2043685},
doi = {10.1145/2043674.2043685},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icimcs/FengXHLCW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/AbdullahW11,
author = {Saeed Abdullah and
Xindong Wu},
title = {An Epidemic Model for News Spreading on Twitter},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {163--169},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICTAI.2011.33},
doi = {10.1109/ICTAI.2011.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/AbdullahW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WuXWD11,
author = {Xindong Wu and
Fei Xie and
Gong{-}Qing Wu and
Wei Ding},
title = {Personalized News Filtering and Summarization on the Web},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {414--421},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICTAI.2011.68},
doi = {10.1109/ICTAI.2011.68},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/WuXWD11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/LiW11,
author = {Zhao Li and
Xindong Wu},
title = {Weighted Nonnegative Matrix Tri-Factorization for Co-clustering},
booktitle = {{IEEE} 23rd International Conference on Tools with Artificial Intelligence,
{ICTAI} 2011, Boca Raton, FL, USA, November 7-9, 2011},
pages = {811--816},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICTAI.2011.127},
doi = {10.1109/ICTAI.2011.127},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/LiW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiZLZXW11,
author = {Bin Li and
Xingquan Zhu and
Ruijiang Li and
Chengqi Zhang and
Xiangyang Xue and
Xindong Wu},
editor = {Toby Walsh},
title = {Cross-Domain Collaborative Filtering over Time},
booktitle = {{IJCAI} 2011, Proceedings of the 22nd International Joint Conference
on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22,
2011},
pages = {2293--2298},
publisher = {{IJCAI/AAAI}},
year = {2011},
url = {https://doi.org/10.5591/978-1-57735-516-8/IJCAI11-382},
doi = {10.5591/978-1-57735-516-8/IJCAI11-382},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiZLZXW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiWLHZ11,
author = {Pei{-}Pei Li and
Xindong Wu and
Qianhui Liang and
Xuegang Hu and
Yuhong Zhang},
editor = {Joshua Zhexue Huang and
Longbing Cao and
Jaideep Srivastava},
title = {Random Ensemble Decision Trees for Learning Concept-Drifting Data
Streams},
booktitle = {Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia
Conference, {PAKDD} 2011, Shenzhen, China, May 24-27, 2011, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6634},
pages = {313--325},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-20841-6\_26},
doi = {10.1007/978-3-642-20841-6\_26},
timestamp = {Fri, 05 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiWLHZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/CaoWHW11,
author = {Tianyu Cao and
Xindong Wu and
Xiaohua Tony Hu and
Song Wang},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Active Learning of Model Parameters for Influence Maximization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {280--295},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_28},
doi = {10.1007/978-3-642-23780-5\_28},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/CaoWHW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2011,
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/conhome/6135855/proceeding},
isbn = {978-0-7695-4408-3},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2011w,
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://ieeexplore.ieee.org/xpl/conhome/6136510/proceeding},
isbn = {978-0-7695-4409-0},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2011w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/LiWHLG10,
author = {Pei{-}Pei Li and
Xindong Wu and
Xuegang Hu and
Qianhui Liang and
Yunjun Gao},
title = {A Random Decision Tree Ensemble for Mining Concept Drifts from Noisy
Data Streams},
journal = {Appl. Artif. Intell.},
volume = {24},
number = {7},
pages = {680--710},
year = {2010},
url = {https://doi.org/10.1080/08839514.2010.499500},
doi = {10.1080/08839514.2010.499500},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aai/LiWHLG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/WuHPWFW10,
author = {Daniel Duanqing Wu and
Xiaohua Hu and
E. K. Park and
Xiaofeng Wang and
Jiali Feng and
Xindong Wu},
title = {Exploratory analysis of protein translation regulatory networks using
hierarchical random graphs},
journal = {{BMC} Bioinform.},
volume = {11},
number = {{S-3}},
pages = {2},
year = {2010},
url = {https://doi.org/10.1186/1471-2105-11-S3-S2},
doi = {10.1186/1471-2105-11-S3-S2},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bmcbi/WuHPWFW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/WuWXZHLL10,
author = {Xindong Wu and
Gong{-}Qing Wu and
Fei Xie and
Zhu Zhu and
Xuegang Hu and
Hao Lu and
Huiqian Li},
title = {News Filtering and Summarization on the Web},
journal = {{IEEE} Intell. Syst.},
volume = {25},
number = {5},
pages = {68--76},
year = {2010},
url = {https://doi.org/10.1109/MIS.2010.11},
doi = {10.1109/MIS.2010.11},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/WuWXZHLL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangW10,
author = {Yan Zhang and
Xindong Wu},
title = {Integrating induction and deduction for noisy data mining},
journal = {Inf. Sci.},
volume = {180},
number = {14},
pages = {2663--2673},
year = {2010},
url = {https://doi.org/10.1016/j.ins.2009.11.045},
doi = {10.1016/J.INS.2009.11.045},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/ZhangW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChanW10,
author = {Keith C. C. Chan and
Xindong Wu},
title = {Special issue on selected papers from {IEEE} {DMF} 2008},
journal = {Knowl. Inf. Syst.},
volume = {24},
number = {3},
pages = {339--340},
year = {2010},
url = {https://doi.org/10.1007/s10115-010-0339-3},
doi = {10.1007/S10115-010-0339-3},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/ChanW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/ZhaoLGW10,
author = {Zhong{-}Qiu Zhao and
Jun{-}Zhao Li and
Jun Gao and
Xindong Wu},
title = {A Modified Semi-Supervised Learning Algorithm on Laplacian Eigenmaps},
journal = {Neural Process. Lett.},
volume = {32},
number = {1},
pages = {75--82},
year = {2010},
url = {https://doi.org/10.1007/s11063-010-9142-0},
doi = {10.1007/S11063-010-9142-0},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/ZhaoLGW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/LiWP10,
author = {Zhao Li and
Xindong Wu and
Hong Peng},
title = {Nonnegative Matrix Factorization on Orthogonal Subspace},
journal = {Pattern Recognit. Lett.},
volume = {31},
number = {9},
pages = {905--911},
year = {2010},
url = {https://doi.org/10.1016/j.patrec.2009.12.023},
doi = {10.1016/J.PATREC.2009.12.023},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/LiWP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/XieWH10,
author = {Fei Xie and
Xindong Wu and
Xuegang Hu},
editor = {Fuchun Sun and
Yingxu Wang and
Jianhua Lu and
Bo Zhang and
Witold Kinsner and
Lotfi A. Zadeh},
title = {Keyphrase extraction based on semantic relatedness},
booktitle = {Proceedings of the 9th {IEEE} International Conference on Cognitive
Informatics, {ICCI} 2010, July 7-9, 2010, Beijing, China},
pages = {308--312},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/COGINF.2010.5599721},
doi = {10.1109/COGINF.2010.5599721},
timestamp = {Sat, 20 May 2023 16:27:56 +0200},
biburl = {https://dblp.org/rec/conf/IEEEicci/XieWH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/YuWW10,
author = {Kui Yu and
Xindong Wu and
Hao Wang},
editor = {Fuchun Sun and
Yingxu Wang and
Jianhua Lu and
Bo Zhang and
Witold Kinsner and
Lotfi A. Zadeh},
title = {Online causal discovery},
booktitle = {Proceedings of the 9th {IEEE} International Conference on Cognitive
Informatics, {ICCI} 2010, July 7-9, 2010, Beijing, China},
pages = {667--671},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/COGINF.2010.5599825},
doi = {10.1109/COGINF.2010.5599825},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEicci/YuWW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEicci/ZhangWZ10,
author = {Shichao Zhang and
Xindong Wu and
Manlong Zhu},
editor = {Fuchun Sun and
Yingxu Wang and
Jianhua Lu and
Bo Zhang and
Witold Kinsner and
Lotfi A. Zadeh},
title = {Efficient missing data imputation for supervised learning},
booktitle = {Proceedings of the 9th {IEEE} International Conference on Cognitive
Informatics, {ICCI} 2010, July 7-9, 2010, Beijing, China},
pages = {672--679},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/COGINF.2010.5599826},
doi = {10.1109/COGINF.2010.5599826},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/IEEEicci/ZhangWZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiWH10,
author = {Pei{-}Pei Li and
Xindong Wu and
Xuegang Hu},
editor = {Maria Fox and
David Poole},
title = {Learning from Concept Drifting Data Streams with Unlabeled Data},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1945--1946},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7770},
doi = {10.1609/AAAI.V24I1.7770},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiWH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiW10a,
author = {Zhao Li and
Xindong Wu},
editor = {Maria Fox and
David Poole},
title = {A Phrase-Based Method for Hierarchical Clustering of Web Snippets},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {1947--1948},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7773},
doi = {10.1609/AAAI.V24I1.7773},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiW10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aici/ZhaoGW10,
author = {Zhong{-}Qiu Zhao and
Jun Gao and
Xindong Wu},
editor = {Fu Lee Wang and
Hepu Deng and
Yang Gao and
Jingsheng Lei},
title = {Semi-supervised Learning by Spectral Mapping with Label Information},
booktitle = {Artificial Intelligence and Computational Intelligence - International
Conference, {AICI} 2010, Sanya, China, October 23-24, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6319},
pages = {448--454},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16530-6\_53},
doi = {10.1007/978-3-642-16530-6\_53},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aici/ZhaoGW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/MinW010,
author = {Fan Min and
Youxi Wu and
Xindong Wu},
title = {The Apriori property of sequence pattern mining with wildcard gaps},
booktitle = {2010 {IEEE} International Conference on Bioinformatics and Biomedicine
Workshops, {BIBMW} 2010, Hong Kong, December 18, 2010},
pages = {138--143},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/BIBMW.2010.5703787},
doi = {10.1109/BIBMW.2010.5703787},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bibm/MinW010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chinagrid/ZhangWLHW10,
author = {Jing Zhang and
Gong{-}Qing Wu and
Haiguang Li and
Xuegang Hu and
Xindong Wu},
title = {A 2-Tier Clustering Algorithm with Map-Reduce},
booktitle = {Fifth Annual ChinaGrid Conference, ChinaGrid 2010, Guangzhou, China,
16-18 July, 2010},
pages = {160--166},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ChinaGrid.2010.14},
doi = {10.1109/CHINAGRID.2010.14},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chinagrid/ZhangWLHW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/HeLHW10,
author = {Jiaying He and
Pei{-}Pei Li and
Xuegang Hu and
Xindong Wu},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Jerzy W. Grzymala{-}Busse and
Qing Liu and
Andrei Z. Broder},
title = {A New Automatic Categorization Algorithm for Web Services},
booktitle = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
San Jose, California, USA, 14-16 August 2010},
pages = {200--205},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/GrC.2010.124},
doi = {10.1109/GRC.2010.124},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grc/HeLHW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/ZhuHZLW10,
author = {Qun Zhu and
Xuegang Hu and
Yuhong Zhang and
Pei{-}Pei Li and
Xindong Wu},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Jerzy W. Grzymala{-}Busse and
Qing Liu and
Andrei Z. Broder},
title = {A Double-Window-Based Classification Algorithm for Concept Drifting
Data Streams},
booktitle = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
San Jose, California, USA, 14-16 August 2010},
pages = {639--644},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/GrC.2010.125},
doi = {10.1109/GRC.2010.125},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grc/ZhuHZLW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/WangXHLW10,
author = {Haiping Wang and
Fei Xie and
Xuegang Hu and
Pei{-}Pei Li and
Xindong Wu},
editor = {Xiaohua Hu and
Tsau Young Lin and
Vijay V. Raghavan and
Jerzy W. Grzymala{-}Busse and
Qing Liu and
Andrei Z. Broder},
title = {Pattern Matching with Flexible Wildcards and Recurring Characters},
booktitle = {2010 {IEEE} International Conference on Granular Computing, GrC 2010,
San Jose, California, USA, 14-16 August 2010},
pages = {782--786},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/GrC.2010.156},
doi = {10.1109/GRC.2010.156},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grc/WangXHLW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/LiuWWZBR10,
author = {Xiaoyan Liu and
Xindong Wu and
Huaiqing Wang and
Rui Zhang and
James Bailey and
Kotagiri Ramamohanarao},
editor = {Feifei Li and
Mirella M. Moro and
Shahram Ghandeharizadeh and
Jayant R. Haritsa and
Gerhard Weikum and
Michael J. Carey and
Fabio Casati and
Edward Y. Chang and
Ioana Manolescu and
Sharad Mehrotra and
Umeshwar Dayal and
Vassilis J. Tsotras},
title = {Mining distribution change in stock order streams},
booktitle = {Proceedings of the 26th International Conference on Data Engineering,
{ICDE} 2010, March 1-6, 2010, Long Beach, California, {USA}},
pages = {105--108},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDE.2010.5447901},
doi = {10.1109/ICDE.2010.5447901},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/LiuWWZBR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/Wu10,
author = {Xindong Wu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {10 Years of Data Mining Research: Retrospect and Prospect},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {7},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.172},
doi = {10.1109/ICDM.2010.172},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/Wu10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoLCYW10,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao and
Jie Yin and
Xindong Wu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{SMILE:} {A} Similarity-Based Approach for Multiple Instance Learning},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {589--598},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.126},
doi = {10.1109/ICDM.2010.126},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoLCYW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouTW10,
author = {Tianyi Zhou and
Dacheng Tao and
Xindong Wu},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{NESVM:} {A} Fast Gradient Method for Support Vector Machines},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {679--688},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.135},
doi = {10.1109/ICDM.2010.135},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/ZhouTW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/YuWWD10,
author = {Kui Yu and
Xindong Wu and
Hao Wang and
Wei Ding},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Causal Discovery from Streaming Features},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1163--1168},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.82},
doi = {10.1109/ICDM.2010.82},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/YuWWD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuYWD10,
author = {Xindong Wu and
Kui Yu and
Hao Wang and
Wei Ding},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Online Streaming Feature Selection},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {1159--1166},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/238.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuYWD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WuWJM10,
author = {Youxi Wu and
Xindong Wu and
He Jiang and
Fan Min},
title = {A Nettree for Approximate Maximal Pattern Matching with Gaps and One-Off
Constraint},
booktitle = {22nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2010, Arras, France, 27-29 October 2010 - Volume 2},
pages = {38--41},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICTAI.2010.81},
doi = {10.1109/ICTAI.2010.81},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/WuWJM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/XieWHGGFH10,
author = {Fei Xie and
Xindong Wu and
Xuegang Hu and
Jun Gao and
Dan Guo and
Yulian Fei and
Ertian Hua},
title = {Sequential Pattern Mining with Wildcards},
booktitle = {22nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2010, Arras, France, 27-29 October 2010 - Volume 1},
pages = {241--247},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICTAI.2010.42},
doi = {10.1109/ICTAI.2010.42},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ictai/XieWHGGFH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/WuWML10,
author = {Youxi Wu and
Xindong Wu and
Fan Min and
Yan Li},
title = {A Nettree for pattern Matching with flexible wildcard Constraints},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2010, 4-6 August 2010, Las Vegas, Nevada,
{USA}},
pages = {109--114},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2010},
url = {https://doi.org/10.1109/IRI.2010.5558954},
doi = {10.1109/IRI.2010.5558954},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/WuWML10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/LuWZB10,
author = {Zhenyu Lu and
Xindong Wu and
Xingquan Zhu and
Josh C. Bongard},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Ensemble pruning via individual contribution ordering},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {871--880},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835914},
doi = {10.1145/1835804.1835914},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/LuWZB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mir/GlotinZGW10,
author = {Herv{\'{e}} Glotin and
Zhong{-}Qiu Zhao and
Jun Gao and
Xindong Wu},
editor = {James Ze Wang and
Nozha Boujemaa and
Nuria Oliver Ramirez and
Apostol Natsev},
title = {A matrix modular {SVM} robust to imbalanced data for efficient visual
concept detection},
booktitle = {Proceedings of the 11th {ACM} {SIGMM} International Conference on
Multimedia Information Retrieval, {MIR} 2010, Philadelphia, Pennsylvania,
USA, March 29-31, 2010},
pages = {333--338},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1743384.1743439},
doi = {10.1145/1743384.1743439},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mir/GlotinZGW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HeWZ10,
author = {Dan He and
Xindong Wu and
Xingquan Zhu},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Rule Synthesizing from Multiple Related Databases},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {201--213},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_20},
doi = {10.1007/978-3-642-13672-6\_20},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HeWZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiWL10,
author = {Zhao Li and
Xindong Wu and
Zhenyu Lu},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Fast Orthogonal Nonnegative Matrix Tri-Factorization for Simultaneous
Clustering},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {214--221},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_21},
doi = {10.1007/978-3-642-13672-6\_21},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/LiWL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/CaoWWH10,
author = {Tianyu Cao and
Xindong Wu and
Song Wang and
Xiaohua Hu},
editor = {Sung Y. Shin and
Sascha Ossowski and
Michael Schumacher and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {{OASNET:} an optimal allocation approach to influence maximization
in modular social networks},
booktitle = {Proceedings of the 2010 {ACM} Symposium on Applied Computing (SAC),
Sierre, Switzerland, March 22-26, 2010},
pages = {1088--1094},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1774088.1774314},
doi = {10.1145/1774088.1774314},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/CaoWWH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/LuWB10,
author = {Zhenyu Lu and
Xindong Wu and
Josh C. Bongard},
title = {Adaptive Informative Sampling for Active Learning},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2010, April 29 - May 1, 2010, Columbus, Ohio, {USA}},
pages = {894--905},
publisher = {{SIAM}},
year = {2010},
url = {https://doi.org/10.1137/1.9781611972801.78},
doi = {10.1137/1.9781611972801.78},
timestamp = {Fri, 26 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sdm/LuWB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/LiWH10,
author = {Pei{-}Pei Li and
Xindong Wu and
Xuegang Hu},
editor = {Masashi Sugiyama and
Qiang Yang},
title = {Mining Recurring Concept Drifts with Limited Labeled Streaming Data},
booktitle = {Proceedings of the 2nd Asian Conference on Machine Learning, {ACML}
2010, Tokyo, Japan, November 8-10, 2010},
series = {{JMLR} Proceedings},
volume = {13},
pages = {241--252},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v13/li10a.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/LiWH10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/dmkdh/YangWW10,
author = {Ying Yang and
Geoffrey I. Webb and
Xindong Wu},
editor = {Oded Maimon and
Lior Rokach},
title = {Discretization Methods},
booktitle = {Data Mining and Knowledge Discovery Handbook, 2nd ed},
pages = {101--116},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-09823-4\_6},
doi = {10.1007/978-0-387-09823-4\_6},
timestamp = {Tue, 25 Feb 2020 11:33:46 +0100},
biburl = {https://dblp.org/rec/reference/dmkdh/YangWW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/cikm/2010,
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
publisher = {{ACM}},
year = {2010},
isbn = {978-1-4503-0099-5},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2010,
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/5690658/proceeding},
isbn = {978-0-7695-4256-0},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2010.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2010w,
editor = {Wei Fan and
Wynne Hsu and
Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{ICDMW} 2010, The 10th {IEEE} International Conference on Data Mining
Workshops, Sydney, Australia, 13 December 2010},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://ieeexplore.ieee.org/xpl/conhome/5691154/proceeding},
isbn = {978-0-7695-4257-7},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2010w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1007-3564,
author = {Tianyi Zhou and
Dacheng Tao and
Xindong Wu},
title = {Manifold Elastic Net: {A} Unified Framework for Sparse Dimension Reduction},
journal = {CoRR},
volume = {abs/1007.3564},
year = {2010},
url = {http://arxiv.org/abs/1007.3564},
eprinttype = {arXiv},
eprint = {1007.3564},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1007-3564.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1008-4000,
author = {Tianyi Zhou and
Dacheng Tao and
Xindong Wu},
title = {{NESVM:} a Fast Gradient Method for Support Vector Machines},
journal = {CoRR},
volume = {abs/1008.4000},
year = {2010},
url = {http://arxiv.org/abs/1008.4000},
eprinttype = {arXiv},
eprint = {1008.4000},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1008-4000.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhangYJW09,
author = {Shichao Zhang and
Xiaofang You and
Zhi Jin and
Xindong Wu},
title = {Mining globally interesting patterns from multiple databases using
kernel estimation},
journal = {Expert Syst. Appl.},
volume = {36},
number = {8},
pages = {10863--10869},
year = {2009},
url = {https://doi.org/10.1016/j.eswa.2009.01.030},
doi = {10.1016/J.ESWA.2009.01.030},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/ZhangYJW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/ZhangYWZ09,
author = {Zili Zhang and
Pengyi Yang and
Xindong Wu and
Chengqi Zhang},
title = {An Agent-Based Hybrid System for Microarray Data Analysis},
journal = {{IEEE} Intell. Syst.},
volume = {24},
number = {5},
pages = {53--63},
year = {2009},
url = {https://doi.org/10.1109/MIS.2009.92},
doi = {10.1109/MIS.2009.92},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/expert/ZhangYWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/WuZCW09,
author = {Xindong Wu and
Xingquan Zhu and
Qijun Chen and
Fei{-}Yue Wang},
title = {Ubiquitous Mining with Interactive Data Mining Agents},
journal = {J. Comput. Sci. Technol.},
volume = {24},
number = {6},
pages = {1018--1027},
year = {2009},
url = {https://doi.org/10.1007/s11390-009-9291-7},
doi = {10.1007/S11390-009-9291-7},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/WuZCW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TaoLWM09,
author = {Dacheng Tao and
Xuelong Li and
Xindong Wu and
Stephen J. Maybank},
title = {Geometric Mean for Subspace Selection},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {2},
pages = {260--274},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2008.70},
doi = {10.1109/TPAMI.2008.70},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/TaoLWM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/XieGW09,
author = {Zhao Xie and
Jun Gao and
Xindong Wu},
title = {Regional category parsing in undirected graphical models},
journal = {Pattern Recognit. Lett.},
volume = {30},
number = {14},
pages = {1264--1272},
year = {2009},
url = {https://doi.org/10.1016/j.patrec.2009.06.010},
doi = {10.1016/J.PATREC.2009.06.010},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/XieGW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Wu09,
author = {Xindong Wu},
title = {{EIC} Editorial: Introducing the New Editor-in-Chief and Four New
Associate Editors},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {21},
number = {1},
pages = {1--3},
year = {2009},
url = {https://doi.org/10.1109/TKDE.2009.8},
doi = {10.1109/TKDE.2009.8},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Wu09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsc/LiangWL09,
author = {Qianhui Althea Liang and
Xindong Wu and
Hoong Chuin Lau},
title = {Optimizing Service Systems Based on Application-Level QoS},
journal = {{IEEE} Trans. Serv. Comput.},
volume = {2},
number = {2},
pages = {108--121},
year = {2009},
url = {https://doi.org/10.1109/TSC.2009.13},
doi = {10.1109/TSC.2009.13},
timestamp = {Thu, 02 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsc/LiangWL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/IEEEscc/LiangLHW09,
author = {Qianhui Liang and
Pei{-}Pei Li and
Patrick C. K. Hung and
Xindong Wu},
title = {Clustering Web Services for Automatic Categorization},
booktitle = {2009 {IEEE} International Conference on Services Computing {(SCC}
2009), 21-25 September 2009, Bangalore, India},
pages = {380--387},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/SCC.2009.39},
doi = {10.1109/SCC.2009.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/IEEEscc/LiangLHW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chinagrid/WuLHBZW09,
author = {Gong{-}Qing Wu and
Hai{-}Guang Li and
Xuegang Hu and
Yuan{-}Jun Bi and
Jing Zhang and
Xindong Wu},
title = {MReC4.5: {C4.5} Ensemble Classification with MapReduce},
booktitle = {Fourth ChinaGrid Annual Conference, ChinaGrid 2009, Yantai, Shandong,
China, 21-22 August, 2009},
pages = {249--255},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ChinaGrid.2009.39},
doi = {10.1109/CHINAGRID.2009.39},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/chinagrid/WuLHBZW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/HuangWHXGW09,
author = {Yongming Huang and
Xindong Wu and
Xuegang Hu and
Fei Xie and
Jun Gao and
Gong{-}Qing Wu},
title = {Mining Frequent Patterns with Gaps and One-Off Condition},
booktitle = {Proceedings of the 12th {IEEE} International Conference on Computational
Science and Engineering, {CSE} 2009, Vancouver, BC, Canada, August
29-31, 2009},
pages = {180--186},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSE.2009.160},
doi = {10.1109/CSE.2009.160},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cse/HuangWHXGW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cse/MinW09,
author = {Fan Min and
Xindong Wu},
title = {Local Semi-linear Regression for River Runoff Forecasting},
booktitle = {Proceedings of the 12th {IEEE} International Conference on Computational
Science and Engineering, {CSE} 2009, Vancouver, BC, Canada, August
29-31, 2009},
pages = {556--561},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSE.2009.214},
doi = {10.1109/CSE.2009.214},
timestamp = {Thu, 21 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cse/MinW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasc/MinWL09,
author = {Fan Min and
Xindong Wu and
Zhenyu Lu},
title = {Pattern Matching with Independent Wildcard Gaps},
booktitle = {Eighth {IEEE} International Conference on Dependable, Autonomic and
Secure Computing, {DASC} 2009, Chengdu, China, 12-14 December, 2009},
pages = {194--199},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/DASC.2009.65},
doi = {10.1109/DASC.2009.65},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasc/MinWL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/Wu09,
author = {Xindong Wu},
title = {Ubiquitous personalized information processing with wildcards},
booktitle = {The 2009 {IEEE} International Conference on Granular Computing, GrC
2009, Lushan Mountain, Nanchang, China, 17-19 August 2009},
pages = {5},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/GRC.2009.5255135},
doi = {10.1109/GRC.2009.5255135},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/grc/Wu09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/LiWHWBL09,
author = {Hai{-}Guang Li and
Gong{-}Qing Wu and
Xuegang Hu and
Xindong Wu and
Yuan{-}Jun Bi and
Pei{-}Pei Li},
title = {A relation extraction method of Chinese named entities based on location
and semantic features},
booktitle = {The 2009 {IEEE} International Conference on Granular Computing, GrC
2009, Lushan Mountain, Nanchang, China, 17-19 August 2009},
pages = {334--339},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/GRC.2009.5255100},
doi = {10.1109/GRC.2009.5255100},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grc/LiWHWBL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/XiaoLCWZHYC09,
author = {Yanshan Xiao and
Bo Liu and
Longbing Cao and
Xindong Wu and
Chengqi Zhang and
Zhifeng Hao and
Fengzhao Yang and
Jie Cao},
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Multi-sphere Support Vector Data Description for Outliers Detection
on Multi-distribution Data},
booktitle = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
pages = {82--87},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDMW.2009.87},
doi = {10.1109/ICDMW.2009.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/XiaoLCWZHYC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LuWB09,
author = {Zhenyu Lu and
Xindong Wu and
Josh C. Bongard},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Active Learning with Adaptive Heterogeneous Ensembles},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {327--336},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.63},
doi = {10.1109/ICDM.2009.63},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LuWB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuWZ09,
author = {Xingquan Zhu and
Xindong Wu and
Chengqi Zhang},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Vague One-Class Learning for Data Streams},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {657--666},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.70},
doi = {10.1109/ICDM.2009.70},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuWZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/HeZW09,
author = {Dan He and
Xingquan Zhu and
Xindong Wu},
title = {Approximate Repeating Pattern Mining with Gap Requirements},
booktitle = {{ICTAI} 2009, 21st {IEEE} International Conference on Tools with Artificial
Intelligence, Newark, New Jersey, USA, 2-4 November 2009},
pages = {17--24},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICTAI.2009.8},
doi = {10.1109/ICTAI.2009.8},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/HeZW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/HeZW09a,
author = {Dan He and
Xingquan Zhu and
Xindong Wu},
title = {Error Detection and Uncertainty Modeling for Imprecise Data},
booktitle = {{ICTAI} 2009, 21st {IEEE} International Conference on Tools with Artificial
Intelligence, Newark, New Jersey, USA, 2-4 November 2009},
pages = {792--795},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICTAI.2009.9},
doi = {10.1109/ICTAI.2009.9},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/HeZW09a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/LiuWHGWWH09,
author = {Ying{-}Ling Liu and
Xindong Wu and
Xuegang Hu and
Jun Gao and
Gong{-}Qing Wu and
Haiping Wang and
Xiao{-}Li Hong},
title = {Pattern Matching with Wildcards based on Key Character Location},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2009, 10-12 August 2009, Las Vegas, Nevada,
{USA}},
pages = {167--170},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2009},
url = {https://doi.org/10.1109/IRI.2009.5211545},
doi = {10.1109/IRI.2009.5211545},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/LiuWHGWWH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/LiLWH09,
author = {Pei{-}Pei Li and
Qianhui Liang and
Xindong Wu and
Xuegang Hu},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming
Data},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {376--388},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_35},
doi = {10.1007/978-3-642-01307-2\_35},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/LiLWH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhangZSW09,
author = {Peng Zhang and
Xingquan Zhu and
Yong Shi and
Xindong Wu},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {An Aggregate Ensemble for Mining Concept Drifting Data Streams with
Noise},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {1021--1029},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_109},
doi = {10.1007/978-3-642-01307-2\_109},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/ZhangZSW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/MinW09,
author = {Fan Min and
Xindong Wu},
editor = {Hiroshi Sakai and
Mihir K. Chakraborty and
Aboul Ella Hassanien and
Dominik Slezak and
William Zhu},
title = {A Comparative Study of Pattern Matching Algorithms on Sequences},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 12th International
Conference, RSFDGrC 2009, Delhi, India, December 15-18, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5908},
pages = {510--517},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10646-0\_62},
doi = {10.1007/978-3-642-10646-0\_62},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rsfdgrc/MinW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/HongWHLGW09,
author = {Xiao{-}Li Hong and
Xindong Wu and
Xuegang Hu and
Ying{-}Ling Liu and
Jun Gao and
Gong{-}Qing Wu},
editor = {Hiroshi Sakai and
Mihir K. Chakraborty and
Aboul Ella Hassanien and
Dominik Slezak and
William Zhu},
title = {{BPBM:} An Algorithm for String Matching with Wildcards and Length
Constraints},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 12th International
Conference, RSFDGrC 2009, Delhi, India, December 15-18, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5908},
pages = {518--525},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-10646-0\_63},
doi = {10.1007/978-3-642-10646-0\_63},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rsfdgrc/HongWHLGW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/hais/2009,
editor = {Emilio Corchado and
Xindong Wu and
Erkki Oja and
{\'{A}}lvaro Herrero and
Bruno Baruque},
title = {Hybrid Artificial Intelligence Systems, 4th International Conference,
{HAIS} 2009, Salamanca, Spain, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5572},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02319-4},
doi = {10.1007/978-3-642-02319-4},
isbn = {978-3-642-02318-7},
timestamp = {Fri, 12 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/hais/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2009,
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://ieeexplore.ieee.org/xpl/conhome/5360037/proceeding},
isbn = {978-0-7695-3895-2},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2009.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2009w,
editor = {Y{\"{u}}cel Saygin and
Jeffrey Xu Yu and
Hillol Kargupta and
Wei Wang and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {{ICDM} Workshops 2009, {IEEE} International Conference on Data Mining
Workshops, Miami, Florida, USA, 6 December 2009},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://ieeexplore.ieee.org/xpl/conhome/5360416/proceeding},
isbn = {978-0-7695-3902-7},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2009w.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dke/YangWZ08,
author = {Ying Yang and
Xindong Wu and
Xingquan Zhu},
title = {Conceptual equivalence for contrast mining in classification learning},
journal = {Data Knowl. Eng.},
volume = {67},
number = {3},
pages = {413--429},
year = {2008},
url = {https://doi.org/10.1016/j.datak.2008.07.001},
doi = {10.1016/J.DATAK.2008.07.001},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/YangWZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/TaoLWM08,
author = {Dacheng Tao and
Xuelong Li and
Xindong Wu and
Stephen J. Maybank},
title = {Tensor Rank One Discriminant Analysis - {A} convergent method for
discriminative multilinear subspace selection},
journal = {Neurocomputing},
volume = {71},
number = {10-12},
pages = {1866--1882},
year = {2008},
url = {https://doi.org/10.1016/j.neucom.2007.08.036},
doi = {10.1016/J.NEUCOM.2007.08.036},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/TaoLWM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WuKQGYMMNLYZSHS08,
author = {Xindong Wu and
Vipin Kumar and
J. Ross Quinlan and
Joydeep Ghosh and
Qiang Yang and
Hiroshi Motoda and
Geoffrey J. McLachlan and
Angus F. M. Ng and
Bing Liu and
Philip S. Yu and
Zhi{-}Hua Zhou and
Michael S. Steinbach and
David J. Hand and
Dan Steinberg},
title = {Top 10 algorithms in data mining},
journal = {Knowl. Inf. Syst.},
volume = {14},
number = {1},
pages = {1--37},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0114-2},
doi = {10.1007/S10115-007-0114-2},
timestamp = {Mon, 08 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WuKQGYMMNLYZSHS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhangWZL08,
author = {Shichao Zhang and
Xindong Wu and
Chengqi Zhang and
Jingli Lu},
title = {Computing the minimum-support for mining frequent patterns},
journal = {Knowl. Inf. Syst.},
volume = {15},
number = {2},
pages = {233--257},
year = {2008},
url = {https://doi.org/10.1007/s10115-007-0081-7},
doi = {10.1007/S10115-007-0081-7},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhangWZL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcsv/TaoSLSSWFM08,
author = {Dacheng Tao and
Mingli Song and
Xuelong Li and
Jialie Shen and
Jimeng Sun and
Xindong Wu and
Christos Faloutsos and
Stephen J. Maybank},
title = {Bayesian Tensor Approach for 3-D Face Modeling},
journal = {{IEEE} Trans. Circuits Syst. Video Technol.},
volume = {18},
number = {10},
pages = {1397--1410},
year = {2008},
url = {https://doi.org/10.1109/TCSVT.2008.2002825},
doi = {10.1109/TCSVT.2008.2002825},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcsv/TaoSLSSWFM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Wu08,
author = {Xindong Wu},
title = {Editorial: {TKDE} Editorial Board Changes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {20},
number = {7},
pages = {865--867},
year = {2008},
url = {https://doi.org/10.1109/TKDE.2008.108},
doi = {10.1109/TKDE.2008.108},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Wu08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Wu08a,
author = {Xindong Wu},
title = {{TKDE} 20(12) (December 2008) {EIC} Editorial: State of the Transactions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {20},
number = {12},
pages = {1585--1586},
year = {2008},
url = {https://doi.org/10.1109/TKDE.2008.219},
doi = {10.1109/TKDE.2008.219},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Wu08a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WuZ08,
author = {Xindong Wu and
Xingquan Zhu},
title = {Mining With Noise Knowledge: Error-Aware Data Mining},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {38},
number = {4},
pages = {917--932},
year = {2008},
url = {https://doi.org/10.1109/TSMCA.2008.923034},
doi = {10.1109/TSMCA.2008.923034},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WuZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/LiHW08,
author = {Pei{-}Pei Li and
Xuegang Hu and
Xindong Wu},
editor = {Changjie Tang and
Charles X. Ling and
Xiaofang Zhou and
Nick Cercone and
Xue Li},
title = {Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision
Trees},
booktitle = {Advanced Data Mining and Applications, 4th International Conference,
{ADMA} 2008, Chengdu, China, October 8-10, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5139},
pages = {733--740},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-88192-6\_78},
doi = {10.1007/978-3-540-88192-6\_78},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/adma/LiHW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dmin/ZongMW08,
author = {DongJun Zong and
Guojun Mao and
Xindong Wu},
editor = {Robert Stahlbock and
Sven F. Crone and
Stefan Lessmann},
title = {An Intrusion Detection Model Based on Mining Data Streams},
booktitle = {Proceedings of The 2008 International Conference on Data Mining, {DMIN}
2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes},
pages = {398--403},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dmin/ZongMW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/LiPW08,
author = {Zhao Li and
Hong Peng and
Xindong Wu},
title = {A New Descriptive Clustering Algorithm based on Nonnegative Matrix
Factorization},
booktitle = {The 2008 {IEEE} International Conference on Granular Computing, GrC
2008, Hangzhou, China, 26-28 August 2008},
pages = {407--412},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/GRC.2008.4664752},
doi = {10.1109/GRC.2008.4664752},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/grc/LiPW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hais/Wu08,
author = {Xindong Wu},
editor = {Emilio Corchado and
Ajith Abraham and
Witold Pedrycz},
title = {Data Mining: Algorithms and Problems},
booktitle = {Hybrid Artificial Intelligence Systems, Third International Workshop,
{HAIS} 2008, Burgos, Spain, September 24-26, 2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5271},
pages = {1},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87656-4\_1},
doi = {10.1007/978-3-540-87656-4\_1},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/hais/Wu08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuWWW08,
author = {Xiaoyan Liu and
Xindong Wu and
Huaiqing Wang and
Yingfeng Wang},
title = {Multilayer Change-Point Detection on Stock Order Flows by Wavelet
Transformation},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {635--642},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.65},
doi = {10.1109/ICDMW.2008.65},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiuWWW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiWHXJ08,
author = {Xinghua Li and
Xindong Wu and
Xuegang Hu and
Fei Xie and
Zhaozhong Jiang},
title = {Keyword Extraction Based on Lexical Chains and Word Co-occurrence
for Chinese News Web Pages},
booktitle = {Workshops Proceedings of the 8th {IEEE} International Conference on
Data Mining {(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {744--751},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDMW.2008.122},
doi = {10.1109/ICDMW.2008.122},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/LiWHXJ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuZWHZS08,
author = {Xingquan Zhu and
Peng Zhang and
Xindong Wu and
Dan He and
Chengqi Zhang and
Yong Shi},
title = {Cleansing Noisy Data Streams},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {1139--1144},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.45},
doi = {10.1109/ICDM.2008.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuZWHZS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icebe/LiangLW08,
author = {Qianhui Liang and
Hoong Chuin Lau and
Xindong Wu},
title = {Robust Application-Level QoS Management in Service-Oriented Systems},
booktitle = {2008 {IEEE} International Conference on e-Business Engineering, {ICEBE}
2008, Xi'an, China, October 22-24, 2008},
pages = {239--246},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICEBE.2008.115},
doi = {10.1109/ICEBE.2008.115},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icebe/LiangLW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/TaoSSWLMF08,
author = {Dacheng Tao and
Jimeng Sun and
Jialie Shen and
Xindong Wu and
Xuelong Li and
Stephen J. Maybank and
Christos Faloutsos},
title = {Bayesian tensor analysis},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2008, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2008, Hong Kong, China, June 1-6, 2008},
pages = {1402--1409},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/IJCNN.2008.4633981},
doi = {10.1109/IJCNN.2008.4633981},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcnn/TaoSSWLMF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/XieWHW08,
author = {Fei Xie and
Xindong Wu and
Xuegang Hu and
Fei{-}Yue Wang},
editor = {Christopher C. Yang and
Hsinchun Chen and
Michael Chau and
Kuiyu Chang and
Sheau{-}Dong Lang and
Patrick S. Chen and
Raymond Hsieh and
Daniel Zeng and
Fei{-}Yue Wang and
Kathleen M. Carley and
Wenji Mao and
Justin Zhan},
title = {Keyphrase Extraction from Chinese News Web Pages Based on Semantic
Relations},
booktitle = {Intelligence and Security Informatics, {IEEE} {ISI} 2008 International
Workshops: PAISI, PACCF, and {SOCO} 2008, Taipei, Taiwan, June 17,
2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5075},
pages = {490--495},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69304-8\_51},
doi = {10.1007/978-3-540-69304-8\_51},
timestamp = {Mon, 15 May 2023 16:24:40 +0200},
biburl = {https://dblp.org/rec/conf/isi/XieWHW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isi/ZhuWWHW08,
author = {Zhu Zhu and
Gong{-}Qing Wu and
Xindong Wu and
Xuegang Hu and
Fei{-}Yue Wang},
editor = {Christopher C. Yang and
Hsinchun Chen and
Michael Chau and
Kuiyu Chang and
Sheau{-}Dong Lang and
Patrick S. Chen and
Raymond Hsieh and
Daniel Zeng and
Fei{-}Yue Wang and
Kathleen M. Carley and
Wenji Mao and
Justin Zhan},
title = {Automatic Recognition of News Web Pages},
booktitle = {Intelligence and Security Informatics, {IEEE} {ISI} 2008 International
Workshops: PAISI, PACCF, and {SOCO} 2008, Taipei, Taiwan, June 17,
2008. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5075},
pages = {496--501},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-69304-8\_52},
doi = {10.1007/978-3-540-69304-8\_52},
timestamp = {Mon, 21 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isi/ZhuWWHW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jckbse/Wu08,
author = {Xindong Wu},
editor = {Maria Virvou and
Taichi Nakamura},
title = {Error-Tolerant Data Mining},
booktitle = {Knowledge-Based Software Engineering, Proceedings of the Eighth Joint
Conference on Knowledge-Based Software Engineering, {JCKBSE} 2008,
August 25-28, 2008, University of Piraeus, Piraeus, Greece},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {180},
pages = {5--6},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-900-4-5},
doi = {10.3233/978-1-58603-900-4-5},
timestamp = {Tue, 08 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/jckbse/Wu08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/tf/08/Stone0G08,
author = {Jeffrey Stone and
Xindong Wu and
Marc Greenblatt},
editor = {Hillol Kargupta and
Jiawei Han and
Philip S. Yu and
Rajeev Motwani and
Vipin Kumar},
title = {User-Centered Biological Information Location by Combining User Profiles
and Domain Knowledge},
booktitle = {Next Generation of Data Mining},
series = {Chapman and Hall / {CRC} Data Mining and Knowledge Discovery Series},
publisher = {{CRC} Press / Chapman and Hall / Taylor {\&} Francis},
year = {2008},
url = {https://doi.org/10.1201/9781420085877.ch9},
doi = {10.1201/9781420085877.CH9},
timestamp = {Fri, 29 Apr 2022 17:40:48 +0200},
biburl = {https://dblp.org/rec/books/tf/08/Stone0G08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/wiley/WuZZ08,
author = {Xindong Wu and
Yan Zhang and
Xingquan Zhu},
editor = {Benjamin W. Wah},
title = {Data Mining},
booktitle = {Wiley Encyclopedia of Computer Science and Engineering},
publisher = {John Wiley {\&} Sons, Inc.},
year = {2008},
url = {https://doi.org/10.1002/9780470050118.ecse094},
doi = {10.1002/9780470050118.ECSE094},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/wiley/WuZZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/XueZJHWW07,
author = {Feng Xue and
You{-}Sheng Zhang and
Julang Jiang and
Min Hu and
Xindong Wu and
Ronggui Wang},
title = {Real-Time Texture Synthesis Using s-Tile Set},
journal = {J. Comput. Sci. Technol.},
volume = {22},
number = {4},
pages = {590--596},
year = {2007},
url = {https://doi.org/10.1007/s11390-007-9072-0},
doi = {10.1007/S11390-007-9072-0},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/XueZJHWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/HuLWW07,
author = {Xuegang Hu and
Pei{-}Pei Li and
Xindong Wu and
Gong{-}Qing Wu},
title = {A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams},
journal = {J. Comput. Sci. Technol.},
volume = {22},
number = {5},
pages = {711--724},
year = {2007},
url = {https://doi.org/10.1007/s11390-007-9084-9},
doi = {10.1007/S11390-007-9084-9},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/HuLWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jis/MaoWZCL07,
author = {Guojun Mao and
Xindong Wu and
Xingquan Zhu and
Gong Chen and
Chunnian Liu},
title = {Mining maximal frequent itemsets from data streams},
journal = {J. Inf. Sci.},
volume = {33},
number = {3},
pages = {251--262},
year = {2007},
url = {https://doi.org/10.1177/0165551506068179},
doi = {10.1177/0165551506068179},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jis/MaoWZCL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/TaoLWHM07,
author = {Dacheng Tao and
Xuelong Li and
Xindong Wu and
Weiming Hu and
Stephen J. Maybank},
title = {Supervised tensor learning},
journal = {Knowl. Inf. Syst.},
volume = {13},
number = {1},
pages = {1--42},
year = {2007},
url = {https://doi.org/10.1007/s10115-006-0050-6},
doi = {10.1007/S10115-006-0050-6},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/TaoLWHM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/ChenWZ07,
author = {Gong Chen and
Xindong Wu and
Xingquan Zhu},
title = {Mining Sequential Patterns across Time Sequences},
journal = {New Gener. Comput.},
volume = {26},
number = {1},
pages = {75--96},
year = {2007},
url = {https://doi.org/10.1007/s00354-007-0036-2},
doi = {10.1007/S00354-007-0036-2},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/ChenWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TaoLWM07,
author = {Dacheng Tao and
Xuelong Li and
Xindong Wu and
Stephen J. Maybank},
title = {General Tensor Discriminant Analysis and Gabor Features for Gait Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {10},
pages = {1700--1715},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.1096},
doi = {10.1109/TPAMI.2007.1096},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/TaoLWM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/GaoXW07,
author = {Jun Gao and
Zhao Xie and
Xindong Wu},
title = {Generic object recognition with regional statistical models and layer
joint boosting},
journal = {Pattern Recognit. Lett.},
volume = {28},
number = {16},
pages = {2227--2237},
year = {2007},
url = {https://doi.org/10.1016/j.patrec.2007.07.006},
doi = {10.1016/J.PATREC.2007.07.006},
timestamp = {Mon, 24 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/GaoXW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangZZWZ07,
author = {Jilian Zhang and
Shichao Zhang and
Xiaofeng Zhu and
Xindong Wu and
Chengqi Zhang},
title = {Measuring the Uncertainty of Differences for Contrasting Groups},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1920--1921},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-335.php},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhangZZWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibe/HeAHW07,
author = {Dan He and
Abdullah N. Arslan and
Yu He and
Xindong Wu},
title = {Iterative Refinement of Repeat Sequence Specification Using Constrained
Pattern Matching},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Bioinformatics
and Bioengineering, {BIBE} 2007, October 14-17, 2007, Harvard Medical
School, Boston, MA, {USA}},
pages = {1199--1203},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/BIBE.2007.4375715},
doi = {10.1109/BIBE.2007.4375715},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibe/HeAHW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/HeWZ07,
author = {Dan He and
Xindong Wu and
Xingquan Zhu},
title = {{SAIL-APPROX:} An Efficient On-Line Algorithm for Approximate Pattern
Matching with Wildcards and Length Constraints},
booktitle = {Proceedings of the {IEEE} International Conference on Bioinformatics
and Biomedicine, {BIBM} 2007, Silicon Valley, CA, USA, November 2-4,
2007},
pages = {151--158},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/BIBM.2007.64},
doi = {10.1109/BIBM.2007.64},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/HeWZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cis/Wu07,
author = {Xindong Wu},
title = {Mining with Noise Knowledge: Error Aware Data Mining},
booktitle = {Computational Intelligence and Security, International Conference,
{CIS} 2007, Harbin, Heilongjiang, China, December 15-19, 2007},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/CIS.2007.7},
doi = {10.1109/CIS.2007.7},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cis/Wu07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fskd/HuLWW07,
author = {Xuegang Hu and
Wei Liu and
Dexing Wang and
Xindong Wu},
editor = {J. Lei},
title = {Mining Frequent Itemsets Using a Pruned Concept Lattice},
booktitle = {Fourth International Conference on Fuzzy Systems and Knowledge Discovery,
{FSKD} 2007, 24-27 August 2007, Haikou, Hainan, China, Proceedings,
Volume 3},
pages = {606--610},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/FSKD.2007.401},
doi = {10.1109/FSKD.2007.401},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fskd/HuLWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icde/ZhuW07,
author = {Xingquan Zhu and
Xindong Wu},
editor = {Rada Chirkova and
Asuman Dogac and
M. Tamer {\"{O}}zsu and
Timos K. Sellis},
title = {Discovering Relational Patterns across Multiple Databases},
booktitle = {Proceedings of the 23rd International Conference on Data Engineering,
{ICDE} 2007, The Marmara Hotel, Istanbul, Turkey, April 15-20, 2007},
pages = {726--735},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDE.2007.367918},
doi = {10.1109/ICDE.2007.367918},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icde/ZhuW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TaoLWM07,
author = {Dacheng Tao and
Xuelong Li and
Xindong Wu and
Stephen J. Maybank},
title = {General Averaged Divergence Analysis},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {302--311},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.105},
doi = {10.1109/ICDM.2007.105},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TaoLWM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangW07,
author = {Yan Zhang and
Xindong Wu},
title = {Noise Modeling with Associative Corruption Rules},
booktitle = {Proceedings of the 7th {IEEE} International Conference on Data Mining
{(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {733--738},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDM.2007.28},
doi = {10.1109/ICDM.2007.28},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/TaoSWLSMF07,
author = {Dacheng Tao and
Jimeng Sun and
Xindong Wu and
Xuelong Li and
Jialie Shen and
Stephen J. Maybank and
Christos Faloutsos},
editor = {Masumi Ishikawa and
Kenji Doya and
Hiroyuki Miyamoto and
Takeshi Yamakawa},
title = {Probabilistic Tensor Analysis with Akaike and Bayesian Information
Criteria},
booktitle = {Neural Information Processing, 14th International Conference, {ICONIP}
2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {4984},
pages = {791--801},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69158-7\_82},
doi = {10.1007/978-3-540-69158-7\_82},
timestamp = {Thu, 07 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iconip/TaoSWLSMF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuWKS07,
author = {Xingquan Zhu and
Xindong Wu and
Taghi M. Khoshgoftaar and
Yong Shi},
editor = {Manuela M. Veloso},
title = {An Empirical Study of the Noise Impact on Cost-Sensitive Learning},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {1168--1174},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/189.pdf},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuWKS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuW07,
author = {Xingquan Zhu and
Xindong Wu},
editor = {Manuela M. Veloso},
title = {Mining Complex Patterns across Sequences with Gap Requirements},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2934--2941},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/472.pdf},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/HeWZA07,
author = {Yu He and
Xindong Wu and
Xingquan Zhu and
Abdullah N. Arslan},
title = {Mining Frequent Patterns with Wildcards from Biological Sequences},
booktitle = {Proceedings of the {IEEE} International Conference on Information
Reuse and Integration, {IRI} 2007, 13-15 August 2007, Las Vegas, Nevada,
{USA}},
pages = {329--334},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2007},
url = {https://doi.org/10.1109/IRI.2007.4296642},
doi = {10.1109/IRI.2007.4296642},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/HeWZA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/HuWW07,
author = {Xuegang Hu and
Dongbo Wang and
Xindong Wu},
editor = {Petra Perner},
title = {Varying Density Spatial Clustering Based on a Hierarchical Tree},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 5th International
Conference, {MLDM} 2007, Leipzig, Germany, July 18-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4571},
pages = {188--202},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73499-4\_15},
doi = {10.1007/978-3-540-73499-4\_15},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/HuWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Wu07,
author = {Xindong Wu},
editor = {Zhi{-}Hua Zhou and
Hang Li and
Qiang Yang},
title = {Class Noise vs Attribute Noise: Their Impacts, Detection and Cleansing},
booktitle = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia
Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4426},
pages = {7--8},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71701-0\_3},
doi = {10.1007/978-3-540-71701-0\_3},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Wu07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YuWW07,
author = {Kui Yu and
Hao Wang and
Xindong Wu},
editor = {Zhi{-}Hua Zhou and
Hang Li and
Qiang Yang},
title = {A Parallel Algorithm for Learning Bayesian Networks},
booktitle = {Advances in Knowledge Discovery and Data Mining, 11th Pacific-Asia
Conference, {PAKDD} 2007, Nanjing, China, May 22-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4426},
pages = {1055--1063},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-71701-0\_119},
doi = {10.1007/978-3-540-71701-0\_119},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/YuWW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/HuSW07,
author = {Xuegang Hu and
Junhua Shi and
Xindong Wu},
editor = {Aijun An and
Jerzy Stefanowski and
Sheela Ramanna and
Cory J. Butz and
Witold Pedrycz and
Guoyin Wang},
title = {A New Algorithm for Attribute Reduction in Decision Tables},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing, 11th International
Conference, RSFDGrC 2007, Toronto, Canada, May 14-16, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4482},
pages = {37--46},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72530-5\_4},
doi = {10.1007/978-3-540-72530-5\_4},
timestamp = {Mon, 16 Mar 2020 17:44:10 +0100},
biburl = {https://dblp.org/rec/conf/rsfdgrc/HuSW07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2007,
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
publisher = {{ACM}},
year = {2007},
isbn = {978-1-59593-609-7},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/2007.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Wu07,
author = {Xindong Wu},
title = {{EIC} Editorial: 2007 {TKDE} Editorial Board Changes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {10},
pages = {1305--1307},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.190658},
doi = {10.1109/TKDE.2007.190658},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Wu07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/CliftonWF07,
author = {Christopher W. Clifton and
Xindong Wu and
Christos Faloutsos},
title = {{TKDE} Guidelines for Survey Papers},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {19},
number = {11},
pages = {1449},
year = {2007},
url = {https://doi.org/10.1109/TKDE.2007.190685},
doi = {10.1109/TKDE.2007.190685},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/CliftonWF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/ZhuWC06,
author = {Xingquan Zhu and
Xindong Wu and
Qijun Chen},
title = {Bridging Local and Global Data Cleansing: Identifying Class Noise
in Large, Distributed Data Datasets},
journal = {Data Min. Knowl. Discov.},
volume = {12},
number = {2-3},
pages = {275--308},
year = {2006},
url = {https://doi.org/10.1007/s10618-005-0012-8},
doi = {10.1007/S10618-005-0012-8},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/ZhuWC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/YangWZ06,
author = {Ying Yang and
Xindong Wu and
Xingquan Zhu},
title = {Mining in Anticipation for Concept Change: Proactive-Reactive Prediction
in Data Streams},
journal = {Data Min. Knowl. Discov.},
volume = {13},
number = {3},
pages = {261--289},
year = {2006},
url = {https://doi.org/10.1007/s10618-006-0050-x},
doi = {10.1007/S10618-006-0050-X},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/YangWZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dss/SuHWZ06,
author = {Kaile Su and
Huijing Huang and
Xindong Wu and
Shichao Zhang},
title = {A logical framework for identifying quality knowledge from different
data sources},
journal = {Decis. Support Syst.},
volume = {42},
number = {3},
pages = {1673--1683},
year = {2006},
url = {https://doi.org/10.1016/j.dss.2006.02.012},
doi = {10.1016/J.DSS.2006.02.012},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dss/SuHWZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijitdm/YangW06,
author = {Qiang Yang and
Xindong Wu},
title = {10 Challenging Problems in Data Mining Research},
journal = {Int. J. Inf. Technol. Decis. Mak.},
volume = {5},
number = {4},
pages = {597--604},
year = {2006},
url = {https://doi.org/10.1142/S0219622006002258},
doi = {10.1142/S0219622006002258},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijitdm/YangW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhuWY06,
author = {Xingquan Zhu and
Xindong Wu and
Ying Yang},
title = {Effective classification of noisy data streams with attribute-oriented
dynamic classifier selection},
journal = {Knowl. Inf. Syst.},
volume = {9},
number = {3},
pages = {339--363},
year = {2006},
url = {https://doi.org/10.1007/s10115-005-0212-y},
doi = {10.1007/S10115-005-0212-Y},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ZhuWY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ChenWZAH06,
author = {Gong Chen and
Xindong Wu and
Xingquan Zhu and
Abdullah N. Arslan and
Yu He},
title = {Efficient string matching with wildcards and length constraints},
journal = {Knowl. Inf. Syst.},
volume = {10},
number = {4},
pages = {399--419},
year = {2006},
url = {https://doi.org/10.1007/s10115-006-0016-8},
doi = {10.1007/S10115-006-0016-8},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/ChenWZAH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/TaoTLW06,
author = {Dacheng Tao and
Xiaoou Tang and
Xuelong Li and
Xindong Wu},
title = {Asymmetric Bagging and Random Subspace for Support Vector Machines-Based
Relevance Feedback in Image Retrieval},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {28},
number = {7},
pages = {1088--1099},
year = {2006},
url = {https://doi.org/10.1109/TPAMI.2006.134},
doi = {10.1109/TPAMI.2006.134},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/TaoTLW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuW06,
author = {Xingquan Zhu and
Xindong Wu},
title = {Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided
Iterative Classification Filtering},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {10},
pages = {1435--1440},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.155},
doi = {10.1109/TKDE.2006.155},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TaoLMW06,
author = {Dacheng Tao and
Xuelong Li and
Stephen J. Maybank and
Xindong Wu},
title = {Human Carrying Status in Visual Surveillance},
booktitle = {2006 {IEEE} Computer Society Conference on Computer Vision and Pattern
Recognition {(CVPR} 2006), 17-22 June 2006, New York, NY, {USA}},
pages = {1670--1677},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/CVPR.2006.138},
doi = {10.1109/CVPR.2006.138},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TaoLMW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edoc/Wu06,
author = {Xindong Wu},
title = {User-Centered Agents for Structured Information Location on the Web},
booktitle = {Tenth {IEEE} International Enterprise Distributed Object Computing
Conference {(EDOC} 2006), 16-20 October 2006, Hong Kong, China},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/EDOC.2006.66},
doi = {10.1109/EDOC.2006.66},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/edoc/Wu06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grc/ZhuW06a,
author = {Xingquan Zhu and
Xindong Wu},
title = {Error awareness data mining},
booktitle = {2006 {IEEE} International Conference on Granular Computing, GrC 2006,
Atlanta, Georgia, USA, May 10-12, 2006},
pages = {269--274},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/GRC.2006.1635795},
doi = {10.1109/GRC.2006.1635795},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/grc/ZhuW06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TaoLWM06,
author = {Dacheng Tao and
Xuelong Li and
Xindong Wu and
Steve J. Maybank},
title = {Elapsed Time in Human Gait Recognition: {A} New Approach},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {177--180},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660308},
doi = {10.1109/ICASSP.2006.1660308},
timestamp = {Mon, 14 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/TaoLWM06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangZW06,
author = {Yan Zhang and
Xingquan Zhu and
Xindong Wu},
title = {Corrective Classification: Classifier Ensembling with Corrective and
Diverse Base Learners},
booktitle = {Proceedings of the 6th {IEEE} International Conference on Data Mining
{(ICDM} 2006), 18-22 December 2006, Hong Kong, China},
pages = {1199--1204},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICDM.2006.45},
doi = {10.1109/ICDM.2006.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangZW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ZhuW06,
author = {Xingquan Zhu and
Xindong Wu},
title = {Scalable Representative Instance Selection and Ranking},
booktitle = {18th International Conference on Pattern Recognition {(ICPR} 2006),
20-24 August 2006, Hong Kong, China},
pages = {352--355},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/ICPR.2006.1023},
doi = {10.1109/ICPR.2006.1023},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ZhuW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/HeW06,
author = {Dan He and
Xindong Wu},
title = {Ontology-based feature weighting for biomedical literature classification},
booktitle = {Proceedings of the 2006 {IEEE} International Conference on Information
Reuse and Integration, {IRI} - 2006: Heuristic Systems Engineering,
September 16-18, 2006, Waikoloa, Hawaii, {USA}},
pages = {280--285},
publisher = {{IEEE} Systems, Man, and Cybernetics Society},
year = {2006},
url = {https://doi.org/10.1109/IRI.2006.252426},
doi = {10.1109/IRI.2006.252426},
timestamp = {Thu, 16 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iri/HeW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/WangYWY06,
author = {Hao Wang and
Kui Yu and
Xindong Wu and
Hongliang Yao},
editor = {Floriana Esposito and
Zbigniew W. Ras and
Donato Malerba and
Giovanni Semeraro},
title = {Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm},
booktitle = {Foundations of Intelligent Systems, 16th International Symposium,
{ISMIS} 2006, Bari, Italy, September 27-29, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4203},
pages = {127--136},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11875604\_16},
doi = {10.1007/11875604\_16},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/WangYWY06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangCWZ06,
author = {Shichao Zhang and
Feng Chen and
Xindong Wu and
Chengqi Zhang},
editor = {Tina Eliassi{-}Rad and
Lyle H. Ungar and
Mark Craven and
Dimitrios Gunopulos},
title = {Identifying bridging rules between conceptual clusters},
booktitle = {Proceedings of the Twelfth {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Philadelphia, PA, USA, August
20-23, 2006},
pages = {815--820},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1150402.1150509},
doi = {10.1145/1150402.1150509},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangCWZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/WangZWQW06,
author = {Jiaqi Wang and
Chengqi Zhang and
Xindong Wu and
Hongwei Qi and
Jue Wang},
editor = {Tsau Young Lin and
Setsuo Ohsuga and
Churn{-}Jung Liau and
Xiaohua Hu},
title = {{SVM-OD:} {SVM} Method to Detect Outliers},
booktitle = {Foundations and Novel Approaches in Data Mining},
series = {Studies in Computational Intelligence},
volume = {9},
pages = {129--141},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11539827\_7},
doi = {10.1007/11539827\_7},
timestamp = {Fri, 09 Apr 2021 17:11:04 +0200},
biburl = {https://dblp.org/rec/series/sci/WangZWQW06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Wu06,
author = {Xindong Wu},
title = {{EIC} Editorial: State of the Transactions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {1},
pages = {1--5},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.9},
doi = {10.1109/TKDE.2006.9},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Wu06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Wu06a,
author = {Xindong Wu},
title = {{EIC} Editorial: {TKDE} Editorial Board Changes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {9},
pages = {1153--1155},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.143},
doi = {10.1109/TKDE.2006.143},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Wu06a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijbidm/WangWZ05,
author = {Jiaqi Wang and
Xindong Wu and
Chengqi Zhang},
title = {Support vector machines based on K-means clustering for real-time
business intelligence systems},
journal = {Int. J. Bus. Intell. Data Min.},
volume = {1},
number = {1},
pages = {54--64},
year = {2005},
url = {https://doi.org/10.1504/IJBIDM.2005.007318},
doi = {10.1504/IJBIDM.2005.007318},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijbidm/WangWZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/is/WuZZ05,
author = {Xindong Wu and
Chengqi Zhang and
Shichao Zhang},
title = {Database classification for multi-database mining},
journal = {Inf. Syst.},
volume = {30},
number = {1},
pages = {71--88},
year = {2005},
url = {https://doi.org/10.1016/j.is.2003.10.001},
doi = {10.1016/J.IS.2003.10.001},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/is/WuZZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ngc/HuangWR05,
author = {Hao Huang and
Xindong Wu and
Richard Relue},
title = {Mining Frequent Patterns with the Pattern Tree},
journal = {New Gener. Comput.},
volume = {23},
number = {4},
pages = {315--337},
year = {2005},
url = {https://doi.org/10.1007/BF03037636},
doi = {10.1007/BF03037636},
timestamp = {Thu, 14 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ngc/HuangWR05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuWEFW05,
author = {Xingquan Zhu and
Xindong Wu and
Ahmed K. Elmagarmid and
Zhe Feng and
Lide Wu},
title = {Video Data Mining: Semantic Indexing and Event Detection from the
Association Perspective},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {5},
pages = {665--677},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.83},
doi = {10.1109/TKDE.2005.83},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuWEFW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhuW05,
author = {Xingquan Zhu and
Xindong Wu},
title = {Cost-Constrained Data Acquisition for Intelligent Data Preparation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {11},
pages = {1542--1556},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.176},
doi = {10.1109/TKDE.2005.176},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhuW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/ZhangWZZ05,
author = {Shichao Zhang and
Xindong Wu and
Jilian Zhang and
Chengqi Zhang},
editor = {A Min Tjoa and
Juan Trujillo},
title = {A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic
Databases},
booktitle = {Data Warehousing and Knowledge Discovery, 7th International Conference,
DaWaK 2005, Copenhagen, Denmark, August 22-26, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3589},
pages = {305--314},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11546849\_30},
doi = {10.1007/11546849\_30},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/ZhangWZZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TaoLHMW05,
author = {Dacheng Tao and
Xuelong Li and
Weiming Hu and
Stephen J. Maybank and
Xindong Wu},
title = {Supervised Tensor Learning},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {450--457},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.139},
doi = {10.1109/ICDM.2005.139},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TaoLHMW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenWZ05,
author = {Gong Chen and
Xindong Wu and
Xingquan Zhu},
title = {Sequential Pattern Mining in Multiple Streams},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {585--588},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.130},
doi = {10.1109/ICDM.2005.130},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenWZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhangZWB05,
author = {Yan Zhang and
Xingquan Zhu and
Xindong Wu and
Jeffrey P. Bond},
title = {{ACE:} An Aggressive Classifier Ensemble with Error Detection, Correction,
and Cleansing},
booktitle = {17th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2005), 14-16 November 2005, Hong Kong, China},
pages = {310--317},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICTAI.2005.23},
doi = {10.1109/ICTAI.2005.23},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ZhangZWB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/ChenWZ05,
author = {Qijun Chen and
Xindong Wu and
Xingquan Zhu},
editor = {Mohand{-}Said Hacid and
Neil V. Murray and
Zbigniew W. Ras and
Shusaku Tsumoto},
title = {Scalable Inductive Learning on Partitioned Data},
booktitle = {Foundations of Intelligent Systems, 15th International Symposium,
{ISMIS} 2005, Saratoga Springs, NY, USA, May 25-28, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3488},
pages = {391--403},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11425274\_41},
doi = {10.1007/11425274\_41},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ismis/ChenWZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YangWZ05,
author = {Ying Yang and
Xindong Wu and
Xingquan Zhu},
editor = {Robert Grossman and
Roberto J. Bayardo and
Kristin P. Bennett},
title = {Combining proactive and reactive predictions for data streams},
booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference
on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August
21-24, 2005},
pages = {710--715},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1081870.1081961},
doi = {10.1145/1081870.1081961},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YangWZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/LeeWC05,
author = {Gyesung Lee and
Xindong Wu and
Jinho Chon},
editor = {Hisham Haddad and
Lorie M. Liebrock and
Andrea Omicini and
Roger L. Wainwright},
title = {Rearranging data objects for efficient and stable clustering},
booktitle = {Proceedings of the 2005 {ACM} Symposium on Applied Computing (SAC),
Santa Fe, New Mexico, USA, March 13-17, 2005},
pages = {519--523},
publisher = {{ACM}},
year = {2005},
url = {https://doi.org/10.1145/1066677.1066794},
doi = {10.1145/1066677.1066794},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sac/LeeWC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/datamining2005/YangWW05,
author = {Ying Yang and
Geoffrey I. Webb and
Xindong Wu},
editor = {Oded Maimon and
Lior Rokach},
title = {Discretization Methods},
booktitle = {The Data Mining and Knowledge Discovery Handbook},
pages = {113--130},
publisher = {Springer},
year = {2005},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/sp/datamining2005/YangWW05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/Wu05,
author = {Xindong Wu},
title = {{EIC} Editorial: {TKDE} Editorial Board Changes},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {4},
pages = {443--446},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.61},
doi = {10.1109/TKDE.2005.61},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/Wu05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuF05,
author = {Xindong Wu and
Christos Faloutsos},
title = {Editorial: {TKDE} Topic Area Revisions},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {17},
number = {6},
pages = {731--733},
year = {2005},
url = {https://doi.org/10.1109/TKDE.2005.94},
doi = {10.1109/TKDE.2005.94},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuF05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/aikp/ZhangZW04,
author = {Shichao Zhang and
Chengqi Zhang and
Xindong Wu},
title = {Knowledge Discovery in Multiple Databases},
series = {Advanced Information and Knowledge Processing},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-0-85729-388-6},
doi = {10.1007/978-0-85729-388-6},
isbn = {978-1-4471-1050-7},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/aikp/ZhangZW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/ZhuW04,
author = {Xingquan Zhu and
Xindong Wu},
title = {Class Noise vs. Attribute Noise: {A} Quantitative Study},
journal = {Artif. Intell. Rev.},
volume = {22},
number = {3},
pages = {177--210},
year = {2004},
url = {https://doi.org/10.1007/s10462-004-0751-8},
doi = {10.1007/S10462-004-0751-8},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/air/ZhuW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cib/Wu04,
author = {Xindong Wu},
title = {Data Mining: An {AI} Perspective},
journal = {{IEEE} Intell. Informatics Bull.},
volume = {4},
pages = {23--26},
year = {2004},
url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2004/Dec/iib\_vol4no2\_article3.pdf},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cib/Wu04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/YangW04,
author = {Ying Yang and
Xindong Wu},
title = {Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination},
journal = {{IEEE} Intell. Syst.},
volume = {19},
number = {2},
pages = {40--49},
year = {2004},
url = {https://doi.org/10.1109/MIS.2004.1274910},
doi = {10.1109/MIS.2004.1274910},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/YangW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/expert/YangKW04,
author = {Qiang Yang and
Craig A. Knoblock and
Xindong Wu},
title = {Guest Editors' Introduction: Mining Actionable Knowledge on the Web},
journal = {{IEEE} Intell. Syst.},
volume = {19},
number = {6},
pages = {30--31},
year = {2004},
url = {https://doi.org/10.1109/MIS.2004.64},
doi = {10.1109/MIS.2004.64},
timestamp = {Fri, 06 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/expert/YangKW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Wu04,
author = {Xindong Wu},
title = {Editorial: Introducing the New Editor-in-Chief},
journal = {Knowl. Inf. Syst.},
volume = {6},
number = {6},
pages = {643--644},
year = {2004},
url = {https://doi.org/10.1007/s10115-004-0186-1},
doi = {10.1007/S10115-004-0186-1},
timestamp = {Fri, 12 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/Wu04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/ZhuWFEA04,
author = {Xingquan Zhu and
Xindong Wu and
Jianping Fan and
Ahmed K. Elmagarmid and
Walid G. Aref},
title = {Exploring video content structure for hierarchical summarization},
journal = {Multim. Syst.},
volume = {10},
number = {2},
pages = {98--115},
year = {2004},
url = {https://doi.org/10.1007/s00530-004-0142-7},
doi = {10.1007/S00530-004-0142-7},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mms/ZhuWFEA04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tois/WuZZ04,
author = {Xindong Wu and
Chengqi Zhang and
Shichao Zhang},
title = {Efficient mining of both positive and negative association rules},
journal = {{ACM} Trans. Inf. Syst.},
volume = {22},
number = {3},
pages = {381--405},
year = {2004},
url = {https://doi.org/10.1145/1010614.1010616},
doi = {10.1145/1010614.1010616},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tois/WuZZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhuWY04,
author = {Xingquan Zhu and
Xindong Wu and
Ying Yang},
editor = {Deborah L. McGuinness and
George Ferguson},
title = {Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets},
booktitle = {Proceedings of the Nineteenth National Conference on Artificial Intelligence,
Sixteenth Conference on Innovative Applications of Artificial Intelligence,
July 25-29, 2004, San Jose, California, {USA}},
pages = {378--384},
publisher = {{AAAI} Press / The {MIT} Press},
year = {2004},
url = {http://www.aaai.org/Library/AAAI/2004/aaai04-061.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ZhuWY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csb/StoneWG04,
author = {Jeffrey Stone and
Xindong Wu and
Marc Greenblatt},
title = {An Intelligent Digital Library System for Biologists},
booktitle = {3rd International {IEEE} Computer Society Computational Systems Bioinformatics
Conference, {CSB} 2004, Stanford, CA, USA, August 16-19, 2004},
pages = {491--492},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/CSB.2004.1332471},
doi = {10.1109/CSB.2004.1332471},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/csb/StoneWG04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuW04,
author = {Xingquan Zhu and
Xindong Wu},
title = {Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {297--304},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10108},
doi = {10.1109/ICDM.2004.10108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhuWY04,
author = {Xingquan Zhu and
Xindong Wu and
Ying Yang},
title = {Dynamic Classifier Selection for Effective Mining from Noisy Data
Streams},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {305--312},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10091},
doi = {10.1109/ICDM.2004.10091},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhuWY04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/Wu04,
author = {Xindong Wu},
title = {Knowledge Discovery in Multiple Databases},
booktitle = {16th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2004), 15-17 November 2004, Boca Raton, FL, {USA}},
pages = {2},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICTAI.2004.78},
doi = {10.1109/ICTAI.2004.78},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/Wu04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ZhuW04,
author = {Xingquan Zhu and
Xindong Wu},
title = {Data Acquisition with Active and Impact-Sensitive Instance Selection},
booktitle = {16th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2004), 15-17 November 2004, Boca Raton, FL, {USA}},
pages = {721--726},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICTAI.2004.46},
doi = {10.1109/ICTAI.2004.46},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ZhuW04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/ChenWZ04,
author = {Qijun Chen and
Xindong Wu and
Xingquan Zhu},
editor = {Robert Orchard and
Chunsheng Yang and
Moonis Ali},
title = {{OIDM:} Online Interactive Data Mining},
booktitle = {Innovations in Applied Artificial Intelligence, 17th International
Conference on Industrial and Engineering Applications of Artificial
Intelligence and Expert Systems, {IEA/AIE} 2004, Ottawa, Canada, May
17-20, 2004. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3029},
pages = {66--76},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-24677-0\_8},
doi = {10.1007/978-3-540-24677-0\_8},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/ChenWZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangWZ04,
author = {Ying Yang and
Xindong Wu and
Xingquan Zhu},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Dealing with Predictive-but-Unpredictable Attributes in Noisy Data
Sources},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2004, 8th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Pisa,
Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3202},
pages = {471--483},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30116-5\_43},
doi = {10.1007/978-3-540-30116-5\_43},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangWZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/Wu04,
author = {Xindong Wu},
title = {Data Mining: Artificial Intelligence in Data Analysis},
booktitle = {2004 {IEEE/WIC/ACM} International Conference on Web Intelligence {(WI}
2004), 20-24 September 2004, Beijing, China},
pages = {7},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/WI.2004.10000},
doi = {10.1109/WI.2004.10000},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/Wu04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cib/ZhangWZ03,
author = {Shichao Zhang and
Xindong Wu and
Chengqi Zhang},
title = {Multi-Database Mining},
journal = {{IEEE} Intell. Informatics Bull.},
volume = {2},
number = {1},
pages = {5--13},
year = {2003},
url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2003/June/cib\_vol2no1\_article1.pdf},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cib/ZhangWZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/Wu03,
author = {Xindong Wu},
title = {Online First publication},
journal = {Knowl. Inf. Syst.},
volume = {5},
number = {1},
pages = {1},
year = {2003},
url = {https://doi.org/10.1007/s10115-003-0113-x},
doi = {10.1007/S10115-003-0113-X},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/Wu03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WuYP03,
author = {Xindong Wu and
Philip S. Yu and
Gregory Piatetsky{-}Shapiro},
title = {Data Mining: How Research Meets Practical Development?},
journal = {Knowl. Inf. Syst.},
volume = {5},
number = {2},
pages = {248--261},
year = {2003},
url = {https://doi.org/10.1007/10.1007/s10115-003-0101-1},
doi = {10.1007/10.1007/S10115-003-0101-1},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kais/WuYP03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/ZhuFEW03,
author = {Xingquan Zhu and
Jianping Fan and
Ahmed K. Elmagarmid and
Xindong Wu},
title = {Hierarchical video content description and summarization using unified
semantic and visual similarity},
journal = {Multim. Syst.},
volume = {9},
number = {1},
pages = {31--53},
year = {2003},
url = {https://doi.org/10.1007/s00530-003-0076-5},
doi = {10.1007/S00530-003-0076-5},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mms/ZhuFEW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuZ03,
author = {Xindong Wu and
Shichao Zhang},
title = {Synthesizing High-Frequency Rules from Different Data Sources},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {15},
number = {2},
pages = {353--367},
year = {2003},
url = {https://doi.org/10.1109/TKDE.2003.1185839},
doi = {10.1109/TKDE.2003.1185839},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/WuZ03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmcs/ZhuW03,
author = {Xingquan Zhu and
Xindong Wu},
title = {Sequential association mining for video summarization},
booktitle = {Proceedings of the 2003 {IEEE} International Conference on Multimedia
and Expo, {ICME} 2003, 6-9 July 2003, Baltimore, MD, {USA}},
pages = {333--336},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICME.2003.1221316},
doi = {10.1109/ICME.2003.1221316},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmcs/ZhuW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuWC03,
author = {Xingquan Zhu and
Xindong Wu and
Qijun Chen},
editor = {Tom Fawcett and
Nina Mishra},
title = {Eliminating Class Noise in Large Datasets},
booktitle = {Machine Learning, Proceedings of the Twentieth International Conference
{(ICML} 2003), August 21-24, 2003, Washington, DC, {USA}},
pages = {920--927},
publisher = {{AAAI} Press},
year = {2003},
url = {http://www.aaai.org/Library/ICML/2003/icml03-119.php},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuWC03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/ZhuW03,
author = {Xingquan Zhu and
Xindong Wu},
editor = {Georg Gottlob and
Toby Walsh},
title = {Mining Video Associations for Efficient Database Management},
booktitle = {IJCAI-03, Proceedings of the Eighteenth International Joint Conference
on Artificial Intelligence, Acapulco, Mexico, August 9-15, 2003},
pages = {1422},
publisher = {Morgan Kaufmann},
year = {2003},
url = {http://ijcai.org/Proceedings/03/Papers/225.pdf},
timestamp = {Tue, 18 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/ZhuW03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cib/Wu02,
author = {Xindong Wu},
title = {Message from the {TCCI} Chair},
journal = {{IEEE} Intell. Informatics Bull.},
volume = {1},
number = {1},
pages = {1--2},
year = {2002},
url = {http://www.comp.hkbu.edu.hk/\%7Ecib/2002/cib\_iss1a.pdf},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cib/Wu02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/computer/RansomW02,
author = {Stephen Ransom and
Xindong Wu},
title = {Using Knowledge Anchors to Reduce Cognitive Overheads},
journal = {Computer},
volume = {35},
number = {11},
pages = {111--112},
year = {2002},
url = {https://doi.org/10.1109/MC.2002.1046984},
doi = {10.1109/MC.2002.1046984},
timestamp = {Wed, 12 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/computer/RansomW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HuangWR02,
author = {Hao Huang and
Xindong Wu and
Richard Relue},
title = {Association Analysis with One Scan of Databases},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {629--632},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1184015},
doi = {10.1109/ICDM.2002.1184015},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HuangWR02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/WuZZ02,
author = {Xindong Wu and
Chengqi Zhang and
Shichao Zhang},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Mining Both Positive and Negative Association Rules},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {658--665},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/WuZZ02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ManchiW02,
author = {Kalyani K. Manchi and
Xindong Wu},
title = {Dynamic Refinement of Classification Rules},
booktitle = {14th {IEEE} International Conference on Tools with Artificial Intelligence
{(ICTAI} 2002), 4-6 November 2002, Washington, DC, {USA}},
pages = {189},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/TAI.2002.1180804},
doi = {10.1109/TAI.2002.1180804},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ManchiW02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seke/Wu02,
author = {Xindong Wu},
title = {Knowledge discovery in very large databases},
booktitle = {Proceedings of the 14th international conference on Software engineering
and knowledge engineering, {SEKE} 2002, Ischia, Italy, July 15-19,
2002},
pages = {15},
publisher = {{ACM}},
year = {2002},
url = {https://doi.org/10.1145/568760.568764},
doi = {10.1145/568760.568764},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/seke/Wu02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aai/ZhangW01,
author = {Shichao Zhang and
Xindong Wu},
title = {Large Scale Data Mining Based on Data Partitioning},
journal = {Appl. Artif. Intell.},
volume = {15},
number = {2},
pages = {129--139},
year = {2001},
url = {https://doi.org/10.1080/088395101750065732},
doi = {10.1080/088395101750065732},
timestamp = {Thu, 04 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aai/ZhangW01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/RelueWH01,
author = {Richard Relue and
Xindong Wu and
Hao Huang},
title = {Efficient Runtime Generation of Association Rules},
booktitle = {Proceedings of the 2001 {ACM} {CIKM} International Conference on Information
and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001},
pages = {466--473},
publisher = {{ACM}},
year = {2001},
url = {https://doi.org/10.1145/502585.502664},
doi = {10.1145/502585.502664},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cikm/RelueWH01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecAgents/WuNP01,
author = {Xindong Wu and
Daniel Ngu and
Sameer Pradhan},
editor = {Jiming Liu and
Yiming Ye},
title = {User-Centered Agents for Structured Information Location},
booktitle = {E-Commerce Agents, Marketplace Solutions, Security Issues, and Supply
and Demand},
series = {Lecture Notes in Computer Science},
volume = {2033},
pages = {323--331},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-45370-9\_19},
doi = {10.1007/3-540-45370-9\_19},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/ecAgents/WuNP01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icdm/2001,
editor = {Nick Cercone and
Tsau Young Lin and
Xindong Wu},
title = {Proceedings of the 2001 {IEEE} International Conference on Data Mining,
29 November - 2 December 2001, San Jose, California, {USA}},
publisher = {{IEEE} Computer Society},
year = {2001},
url = {https://ieeexplore.ieee.org/xpl/conhome/7762/proceeding},
isbn = {0-7695-1119-8},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aim/Wu00,
author = {Xindong Wu},
title = {Building Intelligent Learning Database Systems},
journal = {{AI} Mag.},
volume = {21},
number = {3},
pages = {61--68},
year = {2000},
url = {https://doi.org/10.1609/aimag.v21i3.1524},
doi = {10.1609/AIMAG.V21I3.1524},
timestamp = {Tue, 25 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/aim/Wu00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsmc/WuC00,
author = {Xindong Wu and
Kevin Cai},
title = {Knowledge object modeling},
journal = {{IEEE} Trans. Syst. Man Cybern. Part {A}},
volume = {30},
number = {2},
pages = {96--107},
year = {2000},
url = {https://doi.org/10.1109/3468.833091},
doi = {10.1109/3468.833091},
timestamp = {Mon, 25 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsmc/WuC00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WahW99,
author = {Benjamin W. Wah and
Xindong Wu},
title = {Editorial},
journal = {Knowl. Inf. Syst.},
volume = {1},
number = {1},
pages = {1--3},
year = {1999},
url = {https://doi.org/10.1007/BF03325088},
doi = {10.1007/BF03325088},
timestamp = {Sat, 10 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/WahW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/WuW99,
author = {Xindong Wu and
Benjamin W. Wah},
title = {Editorial},
journal = {Knowl. Inf. Syst.},
volume = {1},
number = {2},
pages = {127},
year = {1999},
url = {https://doi.org/10.1007/BF03325095},
doi = {10.1007/BF03325095},
timestamp = {Sat, 10 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/WuW99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tfs/Wu99,
author = {Xindong Wu},
title = {Fuzzy interpretation of discretized intervals},
journal = {{IEEE} Trans. Fuzzy Syst.},
volume = {7},
number = {6},
pages = {753--759},
year = {1999},
url = {https://doi.org/10.1109/91.811246},
doi = {10.1109/91.811246},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tfs/Wu99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/WuU99,
author = {Xindong Wu and
David Urpani},
title = {Induction By Attribute Elimination},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {11},
number = {5},
pages = {805--812},
year = {1999},
url = {https://doi.org/10.1109/69.806938},
doi = {10.1109/69.806938},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/WuU99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/Wu99,
author = {Xindong Wu},
editor = {Ning Zhong and
Lizhu Zhou},
title = {Induction as Pre-processing},
booktitle = {Methodologies for Knowledge Discovery and Data Mining, Third Pacific-Asia
Conference, PAKDD-99, Beijing, China, April 26-28, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1574},
pages = {114--122},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-48912-6\_16},
doi = {10.1007/3-540-48912-6\_16},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/Wu99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cas/LiW98,
author = {Heng Li and
Xindong Wu},
title = {Learning Design Knowledge as Generalization},
journal = {Cybern. Syst.},
volume = {29},
number = {2},
pages = {181--207},
year = {1998},
url = {https://doi.org/10.1080/019697298125786},
doi = {10.1080/019697298125786},
timestamp = {Thu, 13 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cas/LiW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/NguyenWS98,
author = {Thuy{-}Linh Nguyen and
Xindong Wu and
Sayed Sajeev},
title = {Object-Oriented Modeling of Multimedia Documents},
journal = {Comput. Networks},
volume = {30},
number = {1-7},
pages = {578--582},
year = {1998},
url = {https://doi.org/10.1016/S0169-7552(98)00041-5},
doi = {10.1016/S0169-7552(98)00041-5},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/NguyenWS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/LowderW98,
author = {Jason Lowder and
Xindong Wu},
title = {Wide Area Selection as a Hyperdocument Search Interface},
journal = {Comput. Networks},
volume = {30},
number = {1-7},
pages = {658--659},
year = {1998},
url = {https://doi.org/10.1016/S0169-7552(98)00043-9},
doi = {10.1016/S0169-7552(98)00043-9},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/LowderW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/WuFG98,
author = {Xindong Wu and
Guang Fang and
Matjaz Gams},
title = {{LFA+:} {A} Fast Chaining Algorithm for Rule-Based Systems},
journal = {Informatica (Slovenia)},
volume = {22},
number = {3},
year = {1998},
timestamp = {Tue, 08 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/WuFG98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jasis/Wu98,
author = {Xindong Wu},
title = {Rule Induction with Extension Matrices},
journal = {J. Am. Soc. Inf. Sci.},
volume = {49},
number = {5},
pages = {435--454},
year = {1998},
url = {https://doi.org/10.1002/(SICI)1097-4571(19980415)49:5\&\#60;435::AID-ASI6\&\#62;3.0.CO;2-R},
doi = {10.1002/(SICI)1097-4571(19980415)49:5\&\#60;435::AID-ASI6\&\#62;3.0.CO;2-R},
timestamp = {Wed, 13 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jasis/Wu98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/ZhaoQW98,
author = {Meide Zhao and
Francis K. H. Quek and
Xindong Wu},
title = {{RIEVL:} Recursive Induction Learning in Hand Gesture Recognition},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {20},
number = {11},
pages = {1174--1185},
year = {1998},
url = {https://doi.org/10.1109/34.730553},
doi = {10.1109/34.730553},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/ZhaoQW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/WuL98,
author = {Xindong Wu and
William H. W. Lo},
editor = {Hing{-}Yan Lee and
Hiroshi Motoda},
title = {Multi-layer Incremental Induction},
booktitle = {PRICAI'98, Topics in Artificial Intelligence, 5th Pacific Rim International
Conference on Artificial Intelligence, Singapore, November 22-27,
1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1531},
pages = {24--32},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0095255},
doi = {10.1007/BFB0095255},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/WuL98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webnet/NguW98,
author = {Daniel Siaw Weng Ngu and
Xindong Wu},
editor = {Hermann A. Maurer and
Richard G. Olson},
title = {Interest Discovery for Incremental Web Exploration},
booktitle = {Proceedings of WebNet 98 - World Conference on the {WWW} and Internet
{\&} Intranet, Orlando, Florida, USA, November 7-12, 1998},
publisher = {{AACE}},
year = {1998},
timestamp = {Sat, 07 Sep 2019 11:59:24 +0200},
biburl = {https://dblp.org/rec/conf/webnet/NguW98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pakdd/1998,
editor = {Xindong Wu and
Kotagiri Ramamohanarao and
Kevin B. Korb},
title = {Research and Development in Knowledge Discovery and Data Mining, Second
Pacific-Asia Conference, PAKDD-98, Melbourne, Australia, April 15-17,
1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1394},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/3-540-64383-4},
doi = {10.1007/3-540-64383-4},
isbn = {3-540-64383-4},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/1998.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/Wu97,
author = {Xindong Wu},
title = {Hybrid Interpretation of 'No Match' and 'Multiple Match' in Induction},
journal = {Comput. J.},
volume = {40},
number = {1},
pages = {50--57},
year = {1997},
url = {https://doi.org/10.1093/comjnl/40.1.50},
doi = {10.1093/COMJNL/40.1.50},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cj/Wu97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cn/NguW97,
author = {Daniel Siaw Weng Ngu and
Xindong Wu},
title = {SiteHelper: {A} Localized Agent That Helps Incremental Exploration
of the World Wide Web},
journal = {Comput. Networks},
volume = {29},
number = {8-13},
pages = {1249--1255},
year = {1997},
url = {https://doi.org/10.1016/S0169-7552(97)00055-X},
doi = {10.1016/S0169-7552(97)00055-X},
timestamp = {Wed, 19 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cn/NguW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/RansomWS97,
author = {Stephen Ransom and
Xindong Wu and
Heinz W. Schmidt},
title = {Disorientation and Cognitive Overhead in Hypertext Systems},
journal = {Int. J. Artif. Intell. Tools},
volume = {6},
number = {2},
pages = {227--253},
year = {1997},
url = {https://doi.org/10.1142/S021821309700013X},
doi = {10.1142/S021821309700013X},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/RansomWS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/CaiWS97,
author = {Kevin Cai and
Xindong Wu and
Heinz W. Schmidt},
title = {Schedular++: Scheduling with Knowledge Objects},
booktitle = {9th International Conference on Tools with Artificial Intelligence,
{ICTAI} '97, Newport Beach, CA, USA, November 3-8, 1997},
pages = {480--483},
publisher = {{IEEE} Computer Society},
year = {1997},
url = {https://doi.org/10.1109/TAI.1997.632292},
doi = {10.1109/TAI.1997.632292},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/CaiWS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/DaiKWW97,
author = {Honghua Dai and
Kevin B. Korb and
Chris S. Wallace and
Xindong Wu},
title = {A Study of Causal Discovery With Weak Links and Small Samples},
booktitle = {Proceedings of the Fifteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 97, Nagoya, Japan, August 23-29, 1997, 2 Volumes},
pages = {1304--1309},
publisher = {Morgan Kaufmann},
year = {1997},
url = {http://ijcai.org/Proceedings/97-2/Papers/074.pdf},
timestamp = {Sun, 06 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/DaiKWW97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cj/Wu96,
author = {Xindong Wu},
title = {A Bayesian Discretizer for Real-Valued Attributes},
journal = {Comput. J.},
volume = {39},
number = {8},
pages = {688--691},
year = {1996},
url = {https://doi.org/10.1093/comjnl/39.8.688},
doi = {10.1093/COMJNL/39.8.688},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cj/Wu96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijait/WuKM96,
author = {Xindong Wu and
Johan Kris{\'{a}}r and
Petter M{\aa}hl{\'{e}}n},
title = {Noise Handling with Extension Matrices},
journal = {Int. J. Artif. Intell. Tools},
volume = {5},
number = {1-2},
pages = {81--98},
year = {1996},
url = {https://doi.org/10.1142/S0218213096000067},
doi = {10.1142/S0218213096000067},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijait/WuKM96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/WuUS96,
author = {Xindong Wu and
David Urpani and
James A. Sykes},
editor = {Wolfgang Wahlster},
title = {Rule Induction Without Decision Tree Construction},
booktitle = {12th European Conference on Artificial Intelligence, Budapest, Hungary,
August 11-16, 1996, Proceedings},
pages = {463--470},
publisher = {John Wiley and Sons, Chichester},
year = {1996},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ecai/WuUS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/UrpaniWS96,
author = {David Urpani and
Xindong Wu and
Jim Sykes},
editor = {Evangelos Simoudis and
Jiawei Han and
Usama M. Fayyad},
title = {{RITIO} - Rule Induction Two In One},
booktitle = {Proceedings of the Second International Conference on Knowledge Discovery
and Data Mining (KDD-96), Portland, Oregon, {USA}},
pages = {339--342},
publisher = {{AAAI} Press},
year = {1996},
url = {http://www.aaai.org/Library/KDD/1996/kdd96-062.php},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/UrpaniWS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/WuRS95,
author = {Xindong Wu and
Sita Ramakrishnan and
Heinz W. Schmidt},
title = {Knowledge Objects},
journal = {Informatica (Slovenia)},
volume = {19},
number = {4},
year = {1995},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/WuRS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/WuKM95,
author = {Xindong Wu and
Johan Kris{\'{a}}r and
Petter M{\aa}hl{\'{e}}n},
title = {Noise handling with extension matrices},
booktitle = {Seventh International Conference on Tools with Artificial Intelligence,
{ICTAI} '95, Herndon, VA, USA, November 5-8, 1995},
pages = {190--197},
publisher = {{IEEE} Computer Society},
year = {1995},
url = {https://doi.org/10.1109/TAI.1995.479514},
doi = {10.1109/TAI.1995.479514},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/WuKM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/Wu95,
author = {Xindong Wu},
editor = {Graham F. Forsyth and
Moonis Ali},
title = {{SIKT:} {A} Structured Interactive Knowledge Transfer Program},
booktitle = {Proceedings of the Eighth International Conference on Industrial and
Engineering Applications of Artificial Intelligence and Expert Systems,
{IEA/AIE} 1995:, June 6-8, 1995, Melbourne, Australia},
pages = {787--795},
publisher = {{ACM}},
year = {1995},
url = {http://portal.acm.org/citation.cfm?id=215624.215895},
timestamp = {Sat, 03 Aug 2019 15:49:13 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/Wu95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuM95,
author = {Xindong Wu and
Petter M{\aa}hl{\'{e}}n},
editor = {Usama M. Fayyad and
Ramasamy Uthurusamy},
title = {Fuzzy Interpretation of Induction Results},
booktitle = {Proceedings of the First International Conference on Knowledge Discovery
and Data Mining (KDD-95), Montreal, Canada, August 20-21, 1995},
pages = {325--330},
publisher = {{AAAI} Press},
year = {1995},
url = {http://www.aaai.org/Library/KDD/1995/kdd95-038.php},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/WuM95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/Wu94,
author = {Xindong Wu},
title = {Lecture Notes in Machine Learning},
journal = {Informatica (Slovenia)},
volume = {18},
number = {2},
year = {1994},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/Wu94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/Wu93,
author = {Xindong Wu},
title = {Inductive learning: Algorithms and frontiers},
journal = {Artif. Intell. Rev.},
volume = {7},
number = {2},
pages = {93--108},
year = {1993},
url = {https://doi.org/10.1007/BF00849079},
doi = {10.1007/BF00849079},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/air/Wu93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/informaticaSI/Wu93,
author = {Xindong Wu},
title = {A Prolog-Based Presentation for Integrating Knowledge and Data},
journal = {Informatica (Slovenia)},
volume = {17},
number = {2},
year = {1993},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/informaticaSI/Wu93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/Wu93,
author = {Xindong Wu},
title = {Inductive learning},
journal = {J. Comput. Sci. Technol.},
volume = {8},
number = {2},
pages = {118--132},
year = {1993},
url = {https://doi.org/10.1007/BF02939474},
doi = {10.1007/BF02939474},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcst/Wu93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acm/Wu93,
author = {Xindong Wu},
editor = {Stan C. Kwasny and
John F. Buck},
title = {The {HCV} Induction Algorithm},
booktitle = {Proceedings of the {ACM} 21th Conference on Computer Science, {CSC}
'93, Indianapolis, IN, USA, February 16-18, 1993},
pages = {168--175},
publisher = {{ACM}},
year = {1993},
url = {https://doi.org/10.1145/170791.170825},
doi = {10.1145/170791.170825},
timestamp = {Mon, 07 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acm/Wu93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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