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@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}
}
@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}
}
@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. Cybernetics},
  volume    = {48},
  number    = {3},
  pages     = {876--889},
  year      = {2018}
}
@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. Cybernetics},
  volume    = {48},
  number    = {2},
  pages     = {661--674},
  year      = {2018}
}
@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}
}
@article{DBLP:journals/cai/WangLW17,
  author    = {Jiamiao Wang and
               Lei Li and
               Xindong Wu},
  title     = {LDA-Based Topic Strength Analysis},
  journal   = {Computing and Informatics},
  volume    = {36},
  number    = {6},
  pages     = {1283--1311},
  year      = {2017}
}
@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   = {{SCIENCE} {CHINA} Information Sciences},
  volume    = {60},
  number    = {1},
  pages     = {12101},
  year      = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 Recognition},
  volume    = {71},
  pages     = {460--482},
  year      = {2017}
}
@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 Recognition},
  volume    = {63},
  pages     = {206--217},
  year      = {2017}
}
@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. Cybernetics},
  volume    = {47},
  number    = {4},
  pages     = {818--829},
  year      = {2017}
}
@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 Systems},
  volume    = {25},
  number    = {6},
  pages     = {1491--1507},
  year      = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 Netw. Learning Syst.},
  volume    = {28},
  number    = {5},
  pages     = {1164--1177},
  year      = {2017}
}
@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 Netw. Learning Syst.},
  volume    = {28},
  number    = {11},
  pages     = {2775--2788},
  year      = {2017}
}
@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 Netw. Learning Syst.},
  volume    = {28},
  number    = {6},
  pages     = {1263--1275},
  year      = {2017}
}
@inproceedings{DBLP:conf/aaai/WangSW17,
  author    = {Qingren Wang and
               Victor S. Sheng and
               Xindong Wu},
  title     = {Keyphrase Extraction with Sequential Pattern Mining},
  booktitle = {{AAAI}},
  pages     = {5003--5004},
  publisher = {{AAAI} Press},
  year      = {2017}
}
@inproceedings{DBLP:conf/icdm/HeLW17,
  author    = {Jin He and
               Lei Li and
               Xindong Wu},
  title     = {A Self-Adaptive Sliding Window Based Topic Model for Non-uniform Texts},
  booktitle = {{ICDM}},
  pages     = {147--156},
  publisher = {{IEEE} Computer Society},
  year      = {2017}
}
@inproceedings{DBLP:conf/pakdd/QiangCWW17,
  author    = {Jipeng Qiang and
               Ping Chen and
               Tong Wang and
               Xindong Wu},
  title     = {Topic Modeling over Short Texts by Incorporating Word Embeddings},
  booktitle = {{PAKDD} {(2)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {10235},
  pages     = {363--374},
  year      = {2017}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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} Intelligent Systems},
  volume    = {31},
  number    = {1},
  pages     = {24--30},
  year      = {2016}
}
@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}
}
@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}
}
@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}
}
@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. Information Science},
  volume    = {42},
  number    = {5},
  pages     = {639--658},
  year      = {2016}
}
@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}
}
@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}
}
@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 Recognition},
  volume    = {56},
  pages     = {77--87},
  year      = {2016}
}
@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}
}
@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   = {{TKDD}},
  volume    = {11},
  number    = {2},
  pages     = {16:1--16:39},
  year      = {2016}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 Netw. Learning Syst.},
  volume    = {27},
  number    = {6},
  pages     = {1177--1189},
  year      = {2016}
}
@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 = {{DSC}},
  pages     = {61--68},
  publisher = {{IEEE} Computer Society},
  year      = {2016}
}
@inproceedings{DBLP:conf/icdm/LiHHZLW16,
  author    = {Pei{-}Pei Li and
               Lu He and
               Xuegang Hu and
               Yuhong Zhang and
               Lei Li and
               Xindong Wu},
  title     = {Concept Based Short Text Stream Classification with Topic Drifting
               Detection},
  booktitle = {{ICDM}},
  pages     = {1009--1014},
  publisher = {{IEEE}},
  year      = {2016}
}
@inproceedings{DBLP:conf/icdm/SangXLW16,
  author    = {Lei Sang and
               Fei Xie and
               Xiaojian Liu and
               Xindong Wu},
  title     = {{WEFEST:} Word Embedding Feature Extension for Short Text Classification},
  booktitle = {{ICDM} Workshops},
  pages     = {677--683},
  publisher = {{IEEE} Computer Society},
  year      = {2016}
}
@inproceedings{DBLP:conf/icic/ZhaoCPW16,
  author    = {Zhong{-}Qiu Zhao and
               Kewen Cheng and
               Qinmu Peng and
               Xindong Wu},
  title     = {A Real-Time Head Pose Estimation Using Adaptive {POSIT} Based on Modified
               Supervised Descent Method},
  booktitle = {{ICIC} {(1)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9771},
  pages     = {74--85},
  publisher = {Springer},
  year      = {2016}
}
@inproceedings{DBLP:conf/icic/ZhaoHSW16,
  author    = {Zhong{-}Qiu Zhao and
               Zhen{-}Wei Hao and
               Run Su and
               Xindong Wu},
  title     = {Single Image Super Resolution with Neighbor Embedding and In-place
               Patch Matching},
  booktitle = {{ICIC} {(2)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9772},
  pages     = {493--502},
  publisher = {Springer},
  year      = {2016}
}
@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 = {{ICTAI}},
  pages     = {196--203},
  publisher = {{IEEE} Computer Society},
  year      = {2016}
}
@proceedings{DBLP:conf/icdm/2016,
  editor    = {Francesco Bonchi and
               Josep Domingo{-}Ferrer and
               Ricardo A. 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}},
  year      = {2016}
}
@proceedings{DBLP:conf/icdm/2016w,
  editor    = {Carlotta Domeniconi and
               Francesco Gullo and
               Francesco Bonchi and
               Josep Domingo{-}Ferrer and
               Ricardo A. 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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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   = {Applied Artificial Intelligence},
  volume    = {29},
  number    = {10},
  pages     = {992--1014},
  year      = {2015}
}
@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}
}
@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} Intelligent Systems},
  volume    = {30},
  number    = {5},
  pages     = {46--55},
  year      = {2015}
}
@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} Computer Vision},
  volume    = {9},
  number    = {5},
  pages     = {648--654},
  year      = {2015}
}
@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}
}
@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}
}
@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   = {IJSNet},
  volume    = {17},
  number    = {3},
  pages     = {146--162},
  year      = {2015}
}
@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}
}
@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   = {Journal of Biomedical Informatics},
  volume    = {56},
  pages     = {157--168},
  year      = {2015}
}
@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}
}
@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   = {Journal of Machine Learning Research},
  volume    = {16},
  pages     = {2853--2858},
  year      = {2015}
}
@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 Recognition},
  volume    = {48},
  number    = {5},
  pages     = {1724--1733},
  year      = {2015}
}
@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 Recognition Letters},
  volume    = {65},
  pages     = {44--50},
  year      = {2015}
}
@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. Cybernetics},
  volume    = {45},
  number    = {5},
  pages     = {1081--1093},
  year      = {2015}
}
@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   = {{TKDD}},
  volume    = {9},
  number    = {4},
  pages     = {30:1--30:31},
  year      = {2015}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/cikm/ZhangSWFW15,
  author    = {Jing Zhang and
               Victor S. Sheng and
               Jian Wu and
               Xiaoqin Fu and
               Xindong Wu},
  title     = {Improving Label Quality in Crowdsourcing Using Noise Correction},
  booktitle = {{CIKM}},
  pages     = {1931--1934},
  publisher = {{ACM}},
  year      = {2015}
}
@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 = {{FSKD}},
  pages     = {2559--2564},
  publisher = {{IEEE}},
  year      = {2015}
}
@inproceedings{DBLP:conf/icdm/HuangLHW15,
  author    = {Jun Huang and
               Guorong Li and
               Qingming Huang and
               Xindong Wu},
  title     = {Learning Label Specific Features for Multi-label Classification},
  booktitle = {{ICDM}},
  pages     = {181--190},
  publisher = {{IEEE} Computer Society},
  year      = {2015}
}
@inproceedings{DBLP:conf/icdm/ZhangZLDZW15,
  author    = {Qin Zhang and
               Peng Zhang and
               Guodong Long and
               Wei Ding and
               Chengqi Zhang and
               Xindong Wu},
  title     = {Towards Mining Trapezoidal Data Streams},
  booktitle = {{ICDM}},
  pages     = {1111--1116},
  publisher = {{IEEE} Computer Society},
  year      = {2015}
}
@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 = {{ICIP}},
  pages     = {1145--1149},
  publisher = {{IEEE}},
  year      = {2015}
}
@inproceedings{DBLP:conf/ijcai/ZhangWGWZW15,
  author    = {Jun Zhang and
               Meng Wang and
               Jun Gao and
               Yi Wang and
               Xudong Zhang and
               Xindong Wu},
  title     = {Saliency Detection with a Deeper Investigation of Light Field},
  booktitle = {{IJCAI}},
  pages     = {2212--2218},
  publisher = {{AAAI} Press},
  year      = {2015}
}
@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},
  title     = {Tornado Forecasting with Multiple Markov Boundaries},
  booktitle = {{KDD}},
  pages     = {2237--2246},
  publisher = {{ACM}},
  year      = {2015}
}
@inproceedings{DBLP:conf/smartcity/LiWL15,
  author    = {Yi Li and
               Xindong Wu and
               Lei Li},
  title     = {Community Influence Analysis Based on Social Network Structures},
  booktitle = {SmartCity},
  pages     = {247--254},
  publisher = {{IEEE} Computer Society},
  year      = {2015}
}
@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}
}
@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}
}
@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}
}
@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}
}
@article{DBLP:journals/chinaf/JiangXRWW14,
  author    = {He Jiang and
               Jifeng Xuan and
               Zhilei Ren and
               Youxi Wu and
               Xindong Wu},
  title     = {Misleading classification},
  journal   = {{SCIENCE} {CHINA} Information Sciences},
  volume    = {57},
  number    = {5},
  pages     = {1--17},
  year      = {2014}
}
@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   = {{SCIENCE} {CHINA} Information Sciences},
  volume    = {57},
  number    = {3},
  pages     = {1},
  year      = {2014}
}
@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   = {{SCIENCE} {CHINA} Information Sciences},
  volume    = {57},
  number    = {5},
  pages     = {1--17},
  year      = {2014}
}
@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   = {Computational Intelligence},
  volume    = {30},
  number    = {2},
  pages     = {342--361},
  year      = {2014}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 Generation Comput.},
  volume    = {32},
  number    = {2},
  pages     = {95--122},
  year      = {2014}
}
@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   = {Social Netw. Analys. Mining},
  volume    = {4},
  number    = {1},
  pages     = {212},
  year      = {2014}
}
@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 Techn.},
  volume    = {24},
  number    = {2},
  pages     = {211--223},
  year      = {2014}
}
@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. Cybernetics},
  volume    = {44},
  number    = {5},
  pages     = {669--680},
  year      = {2014}
}
@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. Industrial Electronics},
  volume    = {61},
  number    = {4},
  pages     = {2088--2098},
  year      = {2014}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/accv/ZhaoXCW14,
  author    = {Zhong{-}Qiu Zhao and
               Bao{-}Jian Xie and
               Yiu{-}ming Cheung and
               Xindong Wu},
  title     = {Plant Leaf Identification via a Growing Convolution Neural Network
               with Progressive Sample Learning},
  booktitle = {{ACCV} {(2)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {9004},
  pages     = {348--361},
  publisher = {Springer},
  year      = {2014}
}
@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 = {{AICCSA}},
  pages     = {176--183},
  publisher = {{IEEE} Computer Society},
  year      = {2014}
}
@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 = {BigData Congress},
  pages     = {454--461},
  publisher = {{IEEE} Computer Society},
  year      = {2014}
}
@inproceedings{DBLP:conf/icdm/XieWZ14,
  author    = {Fei Xie and
               Xindong Wu and
               Xingquan Zhu},
  title     = {Document-Specific Keyphrase Extraction Using Sequential Patterns with
               Wildcards},
  booktitle = {{ICDM}},
  pages     = {1055--1060},
  publisher = {{IEEE} Computer Society},
  year      = {2014}
}
@inproceedings{DBLP:conf/icdm/YuW0P14,
  author    = {Kui Yu and
               Xindong Wu and
               Wei Ding and
               Jian Pei},
  title     = {Towards Scalable and Accurate Online Feature Selection for Big Data},
  booktitle = {{ICDM}},
  pages     = {660--669},
  publisher = {{IEEE} Computer Society},
  year      = {2014}
}
@inproceedings{DBLP:conf/sac/LiW14,
  author    = {Zhao Li and
               Xindong Wu},
  title     = {Single multiplicatively updated matrix factorization for co-clustering},
  booktitle = {{SAC}},
  pages     = {97--104},
  publisher = {{ACM}},
  year      = {2014}
}
@inproceedings{DBLP:conf/sac/LiWL14,
  author    = {Hai{-}Guang Li and
               Xindong Wu and
               Zhao Li},
  title     = {Online learning with mobile sensor data for user recognition},
  booktitle = {{SAC}},
  pages     = {64--70},
  publisher = {{ACM}},
  year      = {2014}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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   = {Comp. in Bio. and Med.},
  volume    = {43},
  number    = {5},
  pages     = {481--492},
  year      = {2013}
}
@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   = {Decision Support Systems},
  volume    = {56},
  pages     = {202--210},
  year      = {2013}
}
@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   = {International Journal on Artificial Intelligence Tools},
  volume    = {22},
  number    = {5},
  year      = {2013}
}
@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   = {{IJDMB}},
  volume    = {8},
  number    = {1},
  pages     = {1--23},
  year      = {2013}
}
@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}
}
@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}
}
@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}
}
@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 Processing},
  volume    = {93},
  number    = {8},
  pages     = {2361--2368},
  year      = {2013}
}
@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 Processing},
  volume    = {22},
  number    = {1},
  pages     = {363--376},
  year      = {2013}
}
@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}
}
@inproceedings{DBLP:conf/aaai/LiWLD13,
  author    = {Hai{-}Guang Li and
               Xindong Wu and
               Zhao Li and
               Wei Ding},
  title     = {Online Group Feature Selection from Feature Streams},
  booktitle = {{AAAI}},
  publisher = {{AAAI} Press},
  year      = {2013}
}
@inproceedings{DBLP:conf/aaai/LiWWH13,
  author    = {Xiaomei Li and
               Xindong Wu and
               Gong{-}Qing Wu and
               Xuegang Hu},
  title     = {Subchloroplast Location Prediction via Homolog Knowledge Transfer
               and Feature Selection},
  booktitle = {{AAAI}},
  publisher = {{AAAI} Press},
  year      = {2013}
}
@inproceedings{DBLP:conf/aaai/ZhangWS13,
  author    = {Jing Zhang and
               Xindong Wu and
               Victor Shengli Sheng},
  title     = {Imbalanced Multiple Noisy Labeling for Supervised Learning},
  booktitle = {{AAAI}},
  publisher = {{AAAI} Press},
  year      = {2013}
}
@inproceedings{DBLP:conf/asunam/HamedWF13,
  author    = {Ahmed Abdeen Hamed and
               Xindong Wu and
               James R. Fingar},
  title     = {A Twitter-based smoking cessation recruitment system},
  booktitle = {{ASONAM}},
  pages     = {854--861},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/asunam/ZhangWS13,
  author    = {Jing Zhang and
               Xindong Wu and
               Victor S. Sheng},
  title     = {A threshold method for imbalanced multiple noisy labeling},
  booktitle = {{ASONAM}},
  pages     = {61--65},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/cikm/LiWLW13,
  author    = {Pei{-}Pei Li and
               Haixun Wang and
               Hongsong Li and
               Xindong Wu},
  title     = {Assessing sparse information extraction using semantic contexts},
  booktitle = {{CIKM}},
  pages     = {1709--1714},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/cikm/LiWZWW13,
  author    = {Pei{-}Pei Li and
               Haixun Wang and
               Kenny Q. Zhu and
               Zhongyuan Wang and
               Xindong Wu},
  title     = {Computing term similarity by large probabilistic isA knowledge},
  booktitle = {{CIKM}},
  pages     = {1401--1410},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/cikm/WuLHW13,
  author    = {Gong{-}Qing Wu and
               Li Li and
               Xuegang Hu and
               Xindong Wu},
  title     = {Web news extraction via path ratios},
  booktitle = {{CIKM}},
  pages     = {2059--2068},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/icdm/LiWLD13,
  author    = {Hai{-}Guang Li and
               Xindong Wu and
               Zhao Li and
               Wei Ding},
  title     = {Group Feature Selection with Streaming Features},
  booktitle = {{ICDM}},
  pages     = {1109--1114},
  publisher = {{IEEE} Computer Society},
  year      = {2013}
}
@inproceedings{DBLP:conf/icdm/YuWZMWD13,
  author    = {Kui Yu and
               Xindong Wu and
               Zan Zhang and
               Yang Mu and
               Hao Wang and
               Wei Ding},
  title     = {Markov Blanket Feature Selection with Non-faithful Data Distributions},
  booktitle = {{ICDM}},
  pages     = {857--866},
  publisher = {{IEEE} Computer Society},
  year      = {2013}
}
@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 = {{ICTAI}},
  pages     = {446--453},
  publisher = {{IEEE} Computer Society},
  year      = {2013}
}
@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},
  title     = {Online Group Feature Selection},
  booktitle = {{IJCAI}},
  pages     = {1757--1763},
  publisher = {{IJCAI/AAAI}},
  year      = {2013}
}
@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},
  title     = {Towards long-lead forecasting of extreme flood events: a data mining
               framework for precipitation cluster precursors identification},
  booktitle = {{KDD}},
  pages     = {1285--1293},
  publisher = {{ACM}},
  year      = {2013}
}
@inproceedings{DBLP:conf/pakdd/ZhuHW13,
  author    = {Xiaofeng Zhu and
               Zi Huang and
               Xindong Wu},
  title     = {Multi-View Visual Classification via a Mixed-Norm Regularizer},
  booktitle = {{PAKDD} {(1)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {7818},
  pages     = {520--531},
  publisher = {Springer},
  year      = {2013}
}
@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 = {{SDM}},
  pages     = {803--811},
  publisher = {{SIAM}},
  year      = {2013}
}
@proceedings{DBLP:conf/icdm/2013,
  editor    = {Hui Xiong and
               George Karypis and
               Bhavani M. 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}
}
@proceedings{DBLP:conf/icdm/2013w,
  editor    = {Wei Ding and
               Takashi Washio and
               Hui Xiong and
               George Karypis and
               Bhavani M. 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}
}
@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}
}
@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}
}
@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}
}
@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. Computational Intelligence Systems},
  volume    = {5},
  number    = {1},
  pages     = {30--38},
  year      = {2012}
}
@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   = {I. J. Functional Informatics and Personalised Medicine},
  volume    = {4},
  number    = {1},
  pages     = {15--31},
  year      = {2012}
}
@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   = {International Journal of Information Technology and Decision Making},
  volume    = {11},
  number    = {2},
  pages     = {389--400},
  year      = {2012}
}
@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}
}
@article{DBLP:journals/ijsi/LiW12,
  author    = {Zhao Li and
               Xindong Wu},
  title     = {Fast Co-Clustering by Ranking and Sampling},
  journal   = {Int. J. Software and Informatics},
  volume    = {6},
  number    = {4},
  pages     = {523--534},
  year      = {2012}
}
@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   = {Machine Learning},
  volume    = {88},
  number    = {1-2},
  pages     = {69--126},
  year      = {2012}
}
@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 Processing},
  volume    = {21},
  number    = {11},
  pages     = {4649--4661},
  year      = {2012}
}
@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 Processing},
  volume    = {21},
  number    = {9},
  pages     = {4218--4231},
  year      = {2012}
}
@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} {TIST}},
  volume    = {3},
  number    = {2},
  pages     = {29:1--29:32},
  year      = {2012}
}
@inproceedings{DBLP:conf/grc/LiuWHGW12,
  author    = {Ying{-}Ling Liu and
               Xindong Wu and
               Xuegang Hu and
               Jun Gao and
               Chi Wang},
  title     = {Pattern matching with wildcards based on multiple suffix trees},
  booktitle = {GrC},
  pages     = {320--325},
  publisher = {{IEEE} Computer Society},
  year      = {2012}
}
@inproceedings{DBLP:conf/grc/QiangTGW12,
  author    = {Jipeng Qiang and
               Weidong Tian and
               Dan Guo and
               Xindong Wu},
  title     = {Online pattern matching with wildcards},
  booktitle = {GrC},
  pages     = {394--399},
  publisher = {{IEEE} Computer Society},
  year      = {2012}
}
@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 = {{GRID}},
  pages     = {12--21},
  publisher = {{IEEE} Computer Society},
  year      = {2012}
}
@inproceedings{DBLP:conf/icdm/FangZLDW12,
  author    = {Meng Fang and
               Xingquan Zhu and
               Bin Li and
               Wei Ding and
               Xindong Wu},
  title     = {Self-Taught Active Learning from Crowds},
  booktitle = {{ICDM}},
  pages     = {858--863},
  publisher = {{IEEE} Computer Society},
  year      = {2012}
}
@inproceedings{DBLP:conf/ieaaie/LiLWW12,
  author    = {Hai{-}Guang Li and
               Zhao Li and
               Robert T. White and
               Xindong Wu},
  title     = {A Real-Time Transportation Prediction System},
  booktitle = {{IEA/AIE}},
  series    = {Lecture Notes in Computer Science},
  volume    = {7345},
  pages     = {68--77},
  publisher = {Springer},
  year      = {2012}
}
@inproceedings{DBLP:conf/kdd/SongCWWYD12,
  author    = {Yin Song and
               Longbing Cao and
               Xindong Wu and
               Gang Wei and
               Wu Ye and
               Wei Ding},
  title     = {Coupled behavior analysis for capturing coupling relationships in
               group-based market manipulations},
  booktitle = {{KDD}},
  pages     = {976--984},
  publisher = {{ACM}},
  year      = {2012}
}
@inproceedings{DBLP:conf/kdd/YuDSW12,
  author    = {Kui Yu and
               Wei Ding and
               Dan A. Simovici and
               Xindong Wu},
  title     = {Mining emerging patterns by streaming feature selection},
  booktitle = {{KDD}},
  pages     = {60--68},
  publisher = {{ACM}},
  year      = {2012}
}
@inproceedings{DBLP:conf/webi/WuW12,
  author    = {Gong{-}Qing Wu and
               Xindong Wu},
  title     = {Extracting Web News Using Tag Path Patterns},
  booktitle = {Web Intelligence},
  pages     = {588--595},
  publisher = {{IEEE} Computer Society},
  year      = {2012}
}
@incollection{DBLP:series/sci/CaoWH12,
  author    = {Tianyu Cao and
               Xindong Wu and
               Xiaohua Hu},
  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}
}
@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}
}
@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}
}
@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}
}
@article{DBLP:journals/amc/LiuWS11,
  author    = {Yongguo Liu and
               Xindong Wu and
               Yi{-}Dong Shen},
  title     = {Automatic clustering using genetic algorithms},
  journal   = {Applied Mathematics and Computation},
  volume    = {218},
  number    = {4},
  pages     = {1267--1279},
  year      = {2011}
}
@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   = {Cybernetics and Systems},
  volume    = {42},
  number    = {6},
  pages     = {382--401},
  year      = {2011}
}
@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   = {Computational Intelligence},
  volume    = {27},
  number    = {3},
  pages     = {336--362},
  year      = {2011}
}
@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}
}
@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   = {Decision Support Systems},
  volume    = {50},
  number    = {2},
  pages     = {469--479},
  year      = {2011}
}
@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   = {Decision Support Systems},
  volume    = {52},
  number    = {1},
  pages     = {40--51},
  year      = {2011}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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} {TIST}},
  volume    = {2},
  number    = {4},
  pages     = {39:1--39:22},
  year      = {2011}
}
@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. Systems, Man, and Cybernetics, Part {A}},
  volume    = {41},
  number    = {4},
  pages     = {717--729},
  year      = {2011}
}
@article{DBLP:journals/widm/ZhangW11,
  author    = {Shichao Zhang and
               Xindong Wu},
  title     = {Fundamentals of association rules in data mining and knowledge discovery},
  journal   = {Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery},
  volume    = {1},
  number    = {2},
  pages     = {97--116},
  year      = {2011}
}
@inproceedings{DBLP:conf/bibm/ChenHHAW11,
  author    = {Xin Chen and
               Tingting He and
               Xiaohua Hu and
               Yuan An and
               Xindong Wu},
  title     = {Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic
               Topic Models},
  booktitle = {{BIBM}},
  pages     = {3--9},
  publisher = {{IEEE} Computer Society},
  year      = {2011}
}
@inproceedings{DBLP:conf/cikm/LiuWZ11,
  author    = {Huawen Liu and
               Xindong Wu and
               Shichao Zhang},
  title     = {Feature selection using hierarchical feature clustering},
  booktitle = {{CIKM}},
  pages     = {979--984},
  publisher = {{ACM}},
  year      = {2011}
}
@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 = {{HICSS}},
  pages     = {1--8},
  publisher = {{IEEE} Computer Society},
  year      = {2011}
}
@inproceedings{DBLP:conf/icdm/YuWDWY11,
  author    = {Kui Yu and
               Xindong Wu and
               Wei Ding and
               Hao Wang and
               Hongliang Yao},
  title     = {Causal Associative Classification},
  booktitle = {{ICDM}},
  pages     = {914--923},
  publisher = {{IEEE} Computer Society},
  year      = {2011}
}
@inproceedings{DBLP:conf/icimcs/FengXHLCW11,
  author    = {Jiajia Feng and
               Fei Xie and
               Xuegang Hu and
               Pei{-}Pei Li and
               Jie Cao and
               Xindong Wu},
  title     = {Keyword extraction based on sequential pattern mining},
  booktitle = {{ICIMCS}},
  series    = {{ACM} International Conference Proceeding Series},
  pages     = {34--38},
  publisher = {{ACM}},
  year      = {2011}
}
@inproceedings{DBLP:conf/ictai/AbdullahW11,
  author    = {Saeed Abdullah and
               Xindong Wu},
  title     = {An Epidemic Model for News Spreading on Twitter},
  booktitle = {{ICTAI}},
  pages     = {163--169},
  publisher = {{IEEE} Computer Society},
  year      = {2011}
}
@inproceedings{DBLP:conf/ictai/LiW11,
  author    = {Zhao Li and
               Xindong Wu},
  title     = {Weighted Nonnegative Matrix Tri-Factorization for Co-clustering},
  booktitle = {{ICTAI}},
  pages     = {811--816},
  publisher = {{IEEE} Computer Society},
  year      = {2011}
}
@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 = {{ICTAI}},
  pages     = {414--421},
  publisher = {{IEEE} Computer Society},
  year      = {2011}
}
@inproceedings{DBLP:conf/ijcai/LiZLZXW11,
  author    = {Bin Li and
               Xingquan Zhu and
               Ruijiang Li and
               Chengqi Zhang and
               Xiangyang Xue and
               Xindong Wu},
  title     = {Cross-Domain Collaborative Filtering over Time},
  booktitle = {{IJCAI}},
  pages     = {2293--2298},
  publisher = {{IJCAI/AAAI}},
  year      = {2011}
}
@inproceedings{DBLP:conf/pakdd/LiWLHZ11,
  author    = {Pei{-}Pei Li and
               Xindong Wu and
               Qianhui Liang and
               Xuegang Hu and
               Yuhong Zhang},
  title     = {Random Ensemble Decision Trees for Learning Concept-Drifting Data
               Streams},
  booktitle = {{PAKDD} {(1)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {6634},
  pages     = {313--325},
  publisher = {Springer},
  year      = {2011}
}
@inproceedings{DBLP:conf/pkdd/CaoWHW11,
  author    = {Tianyu Cao and
               Xindong Wu and
               Xiaohua Tony Hu and
               Song Wang},
  title     = {Active Learning of Model Parameters for Influence Maximization},
  booktitle = {{ECML/PKDD} {(1)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {6911},
  pages     = {280--295},
  publisher = {Springer},
  year      = {2011}
}
@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}
}
@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}
}
@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   = {Applied Artificial Intelligence},
  volume    = {24},
  number    = {7},
  pages     = {680--710},
  year      = {2010}
}
@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} Bioinformatics},
  volume    = {11},
  number    = {{S-3}},
  pages     = {2},
  year      = {2010}
}
@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} Intelligent Systems},
  volume    = {25},
  number    = {5},
  pages     = {68--76},
  year      = {2010}
}
@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}
}
@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}
}
@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 Processing Letters},
  volume    = {32},
  number    = {1},
  pages     = {75--82},
  year      = {2010}
}
@article{DBLP:journals/prl/LiWP10,
  author    = {Zhao Li and
               Xindong Wu and
               Hong Peng},
  title     = {Nonnegative Matrix Factorization on Orthogonal Subspace},
  journal   = {Pattern Recognition Letters},
  volume    = {31},
  number    = {9},
  pages     = {905--911},
  year      = {2010}
}
@inproceedings{DBLP:conf/IEEEicci/XieWH10,
  author    = {Fei Xie and
               Xindong Wu and
               Xuegang Hu},
  title     = {Keyphrase extraction based on semantic relatedness},
  booktitle = {{IEEE} {ICCI}},
  pages     = {308--312},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/IEEEicci/YuWW10,
  author    = {Kui Yu and
               Xindong Wu and
               Hao Wang},
  title     = {Online causal discovery},
  booktitle = {{IEEE} {ICCI}},
  pages     = {667--671},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/IEEEicci/ZhangWZ10,
  author    = {Shichao Zhang and
               Xindong Wu and
               Manlong Zhu},
  title     = {Efficient missing data imputation for supervised learning},
  booktitle = {{IEEE} {ICCI}},
  pages     = {672--679},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/aaai/LiW10a,
  author    = {Zhao Li and
               Xindong Wu},
  title     = {A Phrase-Based Method for Hierarchical Clustering of Web Snippets},
  booktitle = {{AAAI}},
  publisher = {{AAAI} Press},
  year      = {2010}
}
@inproceedings{DBLP:conf/aaai/LiWH10,
  author    = {Pei{-}Pei Li and
               Xindong Wu and
               Xuegang Hu},
  title     = {Learning from Concept Drifting Data Streams with Unlabeled Data},
  booktitle = {{AAAI}},
  publisher = {{AAAI} Press},
  year      = {2010}
}
@inproceedings{DBLP:conf/aici/ZhaoGW10,
  author    = {Zhong{-}Qiu Zhao and
               Jun Gao and
               Xindong Wu},
  title     = {Semi-supervised Learning by Spectral Mapping with Label Information},
  booktitle = {{AICI} {(1)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {6319},
  pages     = {448--454},
  publisher = {Springer},
  year      = {2010}
}
@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 = {ChinaGrid},
  pages     = {160--166},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/grc/HeLHW10,
  author    = {Jiaying He and
               Pei{-}Pei Li and
               Xuegang Hu and
               Xindong Wu},
  title     = {A New Automatic Categorization Algorithm for Web Services},
  booktitle = {GrC},
  pages     = {200--205},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/grc/WangXHLW10,
  author    = {Haiping Wang and
               Fei Xie and
               Xuegang Hu and
               Pei{-}Pei Li and
               Xindong Wu},
  title     = {Pattern Matching with Flexible Wildcards and Recurring Characters},
  booktitle = {GrC},
  pages     = {782--786},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/grc/ZhuHZLW10,
  author    = {Qun Zhu and
               Xuegang Hu and
               Yuhong Zhang and
               Pei{-}Pei Li and
               Xindong Wu},
  title     = {A Double-Window-Based Classification Algorithm for Concept Drifting
               Data Streams},
  booktitle = {GrC},
  pages     = {639--644},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/icde/LiuWWZBR10,
  author    = {Xiaoyan Liu and
               Xindong Wu and
               Huaiqing Wang and
               Rui Zhang and
               James Bailey and
               Kotagiri Ramamohanarao},
  title     = {Mining distribution change in stock order streams},
  booktitle = {{ICDE}},
  pages     = {105--108},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/icdm/Wu10,
  author    = {Xindong Wu},
  title     = {10 Years of Data Mining Research: Retrospect and Prospect},
  booktitle = {{ICDM}},
  pages     = {7},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/icdm/XiaoLCYW10,
  author    = {Yanshan Xiao and
               Bo Liu and
               Longbing Cao and
               Jie Yin and
               Xindong Wu},
  title     = {{SMILE:} {A} Similarity-Based Approach for Multiple Instance Learning},
  booktitle = {{ICDM}},
  pages     = {589--598},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/icdm/YuWWD10,
  author    = {Kui Yu and
               Xindong Wu and
               Hao Wang and
               Wei Ding},
  title     = {Causal Discovery from Streaming Features},
  booktitle = {{ICDM}},
  pages     = {1163--1168},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/icdm/ZhouTW10,
  author    = {Tianyi Zhou and
               Dacheng Tao and
               Xindong Wu},
  title     = {{NESVM:} {A} Fast Gradient Method for Support Vector Machines},
  booktitle = {{ICDM}},
  pages     = {679--688},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/icml/WuYWD10,
  author    = {Xindong Wu and
               Kui Yu and
               Hao Wang and
               Wei Ding},
  title     = {Online Streaming Feature Selection},
  booktitle = {{ICML}},
  pages     = {1159--1166},
  publisher = {Omnipress},
  year      = {2010}
}
@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 = {{ICTAI} {(2)}},
  pages     = {38--41},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@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 = {{ICTAI} {(1)}},
  pages     = {241--247},
  publisher = {{IEEE} Computer Society},
  year      = {2010}
}
@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 = {{IRI}},
  pages     = {109--114},
  publisher = {{IEEE} Systems, Man, and Cybernetics Society},
  year      = {2010}
}
@inproceedings{DBLP:conf/kdd/LuWZB10,
  author    = {Zhenyu Lu and
               Xindong Wu and
               Xingquan Zhu and
               Josh Bongard},
  title     = {Ensemble pruning via individual contribution ordering},
  booktitle = {{KDD}},
  pages     = {871--880},
  publisher = {{ACM}},
  year      = {2010}
}
@inproceedings{DBLP:conf/mir/GlotinZGW10,
  author    = {Herv{\'{e}} Glotin and
               Zhong{-}Qiu Zhao and
               Jun Gao and
               Xindong Wu},
  title     = {A matrix modular {SVM} robust to imbalanced data for efficient visual
               concept detection},
  booktitle = {Multimedia Information Retrieval},
  pages     = {333--338},
  publisher = {{ACM}},
  year      = {2010}
}
@inproceedings{DBLP:conf/pakdd/HeWZ10,
  author    = {Dan He and
               Xindong Wu and
               Xingquan Zhu},
  title     = {Rule Synthesizing from Multiple Related Databases},
  booktitle = {{PAKDD} {(2)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {6119},
  pages     = {201--213},
  publisher = {Springer},
  year      = {2010}
}
@inproceedings{DBLP:conf/pakdd/LiWL10,
  author    = {Zhao Li and
               Xindong Wu and
               Zhenyu Lu},
  title     = {Fast Orthogonal Nonnegative Matrix Tri-Factorization for Simultaneous
               Clustering},
  booktitle = {{PAKDD} {(2)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {6119},
  pages     = {214--221},
  publisher = {Springer},
  year      = {2010}
}
@inproceedings{DBLP:conf/sac/CaoWWH10,
  author    = {Tianyu Cao and
               Xindong Wu and
               Song Wang and
               Xiaohua Hu},
  title     = {{OASNET:} an optimal allocation approach to influence maximization
               in modular social networks},
  booktitle = {{SAC}},
  pages     = {1088--1094},
  publisher = {{ACM}},
  year      = {2010}
}
@inproceedings{DBLP:conf/sdm/LuWB10,
  author    = {Zhenyu Lu and
               Xindong Wu and
               Josh Bongard},
  title     = {Adaptive Informative Sampling for Active Learning},
  booktitle = {{SDM}},
  pages     = {894--905},
  publisher = {{SIAM}},
  year      = {2010}
}
@inproceedings{DBLP:journals/jmlr/LiWH10,
  author    = {Pei{-}Pei Li and
               Xindong Wu and
               Xuegang Hu},
  title     = {Mining Recurring Concept Drifts with Limited Labeled Streaming Data},
  booktitle = {{ACML}},
  series    = {{JMLR} Proceedings},
  volume    = {13},
  pages     = {241--252},
  publisher = {JMLR.org},
  year      = {2010}
}
@incollection{DBLP:reference/dmkdh/YangWW10,
  author    = {Ying Yang and
               Geoffrey I. Webb and
               Xindong Wu},
  title     = {Discretization Methods},
  booktitle = {Data Mining and Knowledge Discovery Handbook},
  pages     = {101--116},
  publisher = {Springer},
  year      = {2010}
}
@proceedings{DBLP:conf/cikm/2010,
  editor    = {Jimmy 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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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} Intelligent Systems},
  volume    = {24},
  number    = {5},
  pages     = {53--63},
  year      = {2009}
}
@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}
}
@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}
}
@article{DBLP:journals/prl/XieGW09,
  author    = {Zhao Xie and
               Jun Gao and
               Xindong Wu},
  title     = {Regional category parsing in undirected graphical models},
  journal   = {Pattern Recognition Letters},
  volume    = {30},
  number    = {14},
  pages     = {1264--1272},
  year      = {2009}
}
@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}
}
@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. Services Computing},
  volume    = {2},
  number    = {2},
  pages     = {108--121},
  year      = {2009}
}
@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 = {{IEEE} {SCC}},
  pages     = {380--387},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@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 = {ChinaGrid},
  pages     = {249--255},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@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 = {{CSE} {(1)}},
  pages     = {180--186},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@inproceedings{DBLP:conf/cse/MinW09,
  author    = {Fan Min and
               Xindong Wu},
  title     = {Local Semi-linear Regression for River Runoff Forecasting},
  booktitle = {{CSE} {(4)}},
  pages     = {556--561},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@inproceedings{DBLP:conf/dasc/MinWL09,
  author    = {Fan Min and
               Xindong Wu and
               Zhenyu Lu},
  title     = {Pattern Matching with Independent Wildcard Gaps},
  booktitle = {{DASC}},
  pages     = {194--199},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@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 = {GrC},
  pages     = {334--339},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@inproceedings{DBLP:conf/grc/Wu09,
  author    = {Xindong Wu},
  title     = {Ubiquitous personalized information processing with wildcards},
  booktitle = {GrC},
  pages     = {5},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@inproceedings{DBLP:conf/icdm/LuWB09,
  author    = {Zhenyu Lu and
               Xindong Wu and
               Josh Bongard},
  title     = {Active Learning with Adaptive Heterogeneous Ensembles},
  booktitle = {{ICDM}},
  pages     = {327--336},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@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},
  title     = {Multi-sphere Support Vector Data Description for Outliers Detection
               on Multi-distribution Data},
  booktitle = {{ICDM} Workshops},
  pages     = {82--87},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@inproceedings{DBLP:conf/icdm/ZhuWZ09,
  author    = {Xingquan Zhu and
               Xindong Wu and
               Chengqi Zhang},
  title     = {Vague One-Class Learning for Data Streams},
  booktitle = {{ICDM}},
  pages     = {657--666},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@inproceedings{DBLP:conf/ictai/HeZW09,
  author    = {Dan He and
               Xingquan Zhu and
               Xindong Wu},
  title     = {Approximate Repeating Pattern Mining with Gap Requirements},
  booktitle = {{ICTAI}},
  pages     = {17--24},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@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}},
  pages     = {792--795},
  publisher = {{IEEE} Computer Society},
  year      = {2009}
}
@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 = {{IRI}},
  pages     = {167--170},
  publisher = {{IEEE} Systems, Man, and Cybernetics Society},
  year      = {2009}
}
@inproceedings{DBLP:conf/pakdd/LiLWH09,
  author    = {Pei{-}Pei Li and
               Qianhui Liang and
               Xindong Wu and
               Xuegang Hu},
  title     = {Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming
               Data},
  booktitle = {{PAKDD}},
  series    = {Lecture Notes in Computer Science},
  volume    = {5476},
  pages     = {376--388},
  publisher = {Springer},
  year      = {2009}
}
@inproceedings{DBLP:conf/pakdd/ZhangZSW09,
  author    = {Peng Zhang and
               Xingquan Zhu and
               Yong Shi and
               Xindong Wu},
  title     = {An Aggregate Ensemble for Mining Concept Drifting Data Streams with
               Noise},
  booktitle = {{PAKDD}},
  series    = {Lecture Notes in Computer Science},
  volume    = {5476},
  pages     = {1021--1029},
  publisher = {Springer},
  year      = {2009}
}
@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},
  title     = {{BPBM:} An Algorithm for String Matching with Wildcards and Length
               Constraints},
  booktitle = {RSFDGrC},
  series    = {Lecture Notes in Computer Science},
  volume    = {5908},
  pages     = {518--525},
  publisher = {Springer},
  year      = {2009}
}
@inproceedings{DBLP:conf/rsfdgrc/MinW09,
  author    = {Fan Min and
               Xindong Wu},
  title     = {A Comparative Study of Pattern Matching Algorithms on Sequences},
  booktitle = {RSFDGrC},
  series    = {Lecture Notes in Computer Science},
  volume    = {5908},
  pages     = {510--517},
  publisher = {Springer},
  year      = {2009}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 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}
}
@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}
}
@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 Techn.},
  volume    = {18},
  number    = {10},
  pages     = {1397--1410},
  year      = {2008}
}
@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}
}
@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}
}
@article{DBLP:journals/tsmc/WuZ08,
  author    = {Xindong Wu and
               Xingquan Zhu},
  title     = {Mining With Noise Knowledge: Error-Aware Data Mining},
  journal   = {{IEEE} Trans. Systems, Man, and Cybernetics, Part {A}},
  volume    = {38},
  number    = {4},
  pages     = {917--932},
  year      = {2008}
}
@inproceedings{DBLP:conf/adma/LiHW08,
  author    = {Pei{-}Pei Li and
               Xuegang Hu and
               Xindong Wu},
  title     = {Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision
               Trees},
  booktitle = {{ADMA}},
  series    = {Lecture Notes in Computer Science},
  volume    = {5139},
  pages     = {733--740},
  publisher = {Springer},
  year      = {2008}
}
@inproceedings{DBLP:conf/cec/ChenCW08,
  author    = {Dingiun Chen and
               Keith Chan and
               Xindong Wu},
  title     = {Gene expression analyses using Genetic Algorithm based hybrid approaches},
  booktitle = {{IEEE} Congress on Evolutionary Computation},
  pages     = {963--969},
  publisher = {{IEEE}},
  year      = {2008}
}
@inproceedings{DBLP:conf/dmin/ZongMW08,
  author    = {DongJun Zong and
               Guojun Mao and
               Xindong Wu},
  title     = {An Intrusion Detection Model Based on Mining Data Streams},
  booktitle = {{DMIN}},
  pages     = {398--403},
  publisher = {{CSREA} Press},
  year      = {2008}
}
@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 = {GrC},
  pages     = {407--412},
  publisher = {{IEEE}},
  year      = {2008}
}
@inproceedings{DBLP:conf/hais/Wu08,
  author    = {Xindong Wu},
  title     = {Data Mining: Algorithms and Problems},
  booktitle = {{HAIS}},
  series    = {Lecture Notes in Computer Science},
  volume    = {5271},
  pages     = {1},
  publisher = {Springer},
  year      = {2008}
}
@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 = {{ICDM} Workshops},
  pages     = {744--751},
  publisher = {{IEEE} Computer Society},
  year      = {2008}
}
@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 = {{ICDM} Workshops},
  pages     = {635--642},
  publisher = {{IEEE} Computer Society},
  year      = {2008}
}
@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 = {{ICDM}},
  pages     = {1139--1144},
  publisher = {{IEEE} Computer Society},
  year      = {2008}
}
@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 = {{ICEBE}},
  pages     = {239--246},
  publisher = {{IEEE} Computer Society},
  year      = {2008}
}
@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 = {{IJCNN}},
  pages     = {1402--1409},
  publisher = {{IEEE}},
  year      = {2008}
}
@inproceedings{DBLP:conf/isi/XieWHW08,
  author    = {Fei Xie and
               Xindong Wu and
               Xuegang Hu and
               Fei{-}Yue Wang},
  title     = {Keyphrase Extraction from Chinese News Web Pages Based on Semantic
               Relations},
  booktitle = {{ISI} Workshops},
  series    = {Lecture Notes in Computer Science},
  volume    = {5075},
  pages     = {490--495},
  publisher = {Springer},
  year      = {2008}
}
@inproceedings{DBLP:conf/isi/ZhuWWHW08,
  author    = {Zhu Zhu and
               Gong{-}Qing Wu and
               Xindong Wu and
               Xuegang Hu and
               Fei{-}Yue Wang},
  title     = {Automatic Recognition of News Web Pages},
  booktitle = {{ISI} Workshops},
  series    = {Lecture Notes in Computer Science},
  volume    = {5075},
  pages     = {496--501},
  publisher = {Springer},
  year      = {2008}
}
@inproceedings{DBLP:conf/jckbse/Wu08,
  author    = {Xindong Wu},
  title     = {Error-Tolerant Data Mining},
  booktitle = {{JCKBSE}},
  series    = {Frontiers in Artificial Intelligence and Applications},
  volume    = {180},
  pages     = {5--6},
  publisher = {{IOS} Press},
  year      = {2008}
}
@incollection{DBLP:reference/wiley/WuZZ08,
  author    = {Xindong Wu and
               Yan Zhang and
               Xingquan Zhu},
  title     = {Data Mining},
  booktitle = {Wiley Encyclopedia of Computer Science and Engineering},
  publisher = {John Wiley {\&} Sons, Inc.},
  year      = {2008}
}
@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}
}
@article{DBLP:journals/jcst/XueZJHWW07,
  author    = {Feng Xue and
               You{-}Sheng Zhang and
               Ju{-}Lang 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}
}
@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. Information Science},
  volume    = {33},
  number    = {3},
  pages     = {251--262},
  year      = {2007}
}
@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}
}
@article{DBLP:journals/ngc/ChenWZ07,
  author    = {Gong Chen and
               Xindong Wu and
               Xingquan Zhu},
  title     = {Mining Sequential Patterns across Time Sequences},
  journal   = {New Generation Comput.},
  volume    = {26},
  number    = {1},
  pages     = {75--96},
  year      = {2007}
}
@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}
}
@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 Recognition Letters},
  volume    = {28},
  number    = {16},
  pages     = {2227--2237},
  year      = {2007}
}
@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 = {{AAAI}},
  pages     = {1920--1921},
  publisher = {{AAAI} Press},
  year      = {2007}
}
@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 = {{BIBE}},
  pages     = {1199--1203},
  publisher = {{IEEE} Computer Society},
  year      = {2007}
}
@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 = {{BIBM}},
  pages     = {151--158},
  publisher = {{IEEE} Computer Society},
  year      = {2007}
}
@inproceedings{DBLP:conf/cis/Wu07,
  author    = {Xindong Wu},
  title     = {Mining with Noise Knowledge: Error Aware Data Mining},
  booktitle = {{CIS}},
  publisher = {{IEEE} Computer Society},
  year      = {2007}
}
@inproceedings{DBLP:conf/fskd/HuLWW07,
  author    = {Xuegang Hu and
               Wei Liu and
               Dexing Wang and
               Xindong Wu},
  title     = {Mining Frequent Itemsets Using a Pruned Concept Lattice},
  booktitle = {{FSKD} {(3)}},
  pages     = {606--610},
  publisher = {{IEEE} Computer Society},
  year      = {2007}
}
@inproceedings{DBLP:conf/icde/ZhuW07,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Discovering Relational Patterns across Multiple Databases},
  booktitle = {{ICDE}},
  pages     = {726--735},
  publisher = {{IEEE} Computer Society},
  year      = {2007}
}
@inproceedings{DBLP:conf/icdm/TaoLWM07,
  author    = {Dacheng Tao and
               Xuelong Li and
               Xindong Wu and
               Stephen J. Maybank},
  title     = {General Averaged Divergence Analysis},
  booktitle = {{ICDM}},
  pages     = {302--311},
  publisher = {{IEEE} Computer Society},
  year      = {2007}
}
@inproceedings{DBLP:conf/icdm/ZhangW07,
  author    = {Yan Zhang and
               Xindong Wu},
  title     = {Noise Modeling with Associative Corruption Rules},
  booktitle = {{ICDM}},
  pages     = {733--738},
  publisher = {{IEEE} Computer Society},
  year      = {2007}
}
@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},
  title     = {Probabilistic Tensor Analysis with Akaike and Bayesian Information
               Criteria},
  booktitle = {{ICONIP} {(1)}},
  series    = {Lecture Notes in Computer Science},
  volume    = {4984},
  pages     = {791--801},
  publisher = {Springer},
  year      = {2007}
}
@inproceedings{DBLP:conf/ijcai/ZhuW07,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Mining Complex Patterns across Sequences with Gap Requirements},
  booktitle = {{IJCAI}},
  pages     = {2934--2941},
  year      = {2007}
}
@inproceedings{DBLP:conf/ijcai/ZhuWKS07,
  author    = {Xingquan Zhu and
               Xindong Wu and
               Taghi M. Khoshgoftaar and
               Yong Shi},
  title     = {An Empirical Study of the Noise Impact on Cost-Sensitive Learning},
  booktitle = {{IJCAI}},
  pages     = {1168--1174},
  year      = {2007}
}
@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 = {{IRI}},
  pages     = {329--334},
  publisher = {{IEEE} Systems, Man, and Cybernetics Society},
  year      = {2007}
}
@inproceedings{DBLP:conf/mldm/HuWW07,
  author    = {Xuegang Hu and
               Dongbo Wang and
               Xindong Wu},
  title     = {Varying Density Spatial Clustering Based on a Hierarchical Tree},
  booktitle = {{MLDM}},
  series    = {Lecture Notes in Computer Science},
  volume    = {4571},
  pages     = {188--202},
  publisher = {Springer},
  year      = {2007}
}
@inproceedings{DBLP:conf/pakdd/Wu07,
  author    = {Xindong Wu},
  title     = {Class Noise vs Attribute Noise: Their Impacts, Detection and Cleansing},
  booktitle = {{PAKDD}},
  series    = {Lecture Notes in Computer Science},
  volume    = {4426},
  pages     = {7--8},
  publisher = {Springer},
  year      = {2007}
}
@inproceedings{DBLP:conf/pakdd/YuWW07,
  author    = {Kui Yu and
               Hao Wang and
               Xindong Wu},
  title     = {A Parallel Algorithm for Learning Bayesian Networks},
  booktitle = {{PAKDD}},
  series    = {Lecture Notes in Computer Science},
  volume    = {4426},
  pages     = {1055--1063},
  publisher = {Springer},
  year      = {2007}
}
@inproceedings{DBLP:conf/rsfdgrc/HuSW07,
  author    = {Xuegang Hu and
               Junhua Shi and
               Xindong Wu},
  title     = {A New Algorithm for Attribute Reduction in Decision Tables},
  booktitle = {RSFDGrC},
  series    = {Lecture Notes in Computer Science},
  volume    = {4482},
  pages     = {37--46},
  publisher = {Springer},
  year      = {2007}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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   = {Decision Support Systems},
  volume    = {42},
  number    = {3},
  pages     = {1673--1683},
  year      = {2006}
}
@article{DBLP:journals/ijitdm/YangW06,
  author    = {Qiang Yang and
               Xindong Wu},
  title     = {10 Challenging Problems in Data Mining Research},
  journal   = {International Journal of Information Technology and Decision Making},
  volume    = {5},
  number    = {4},
  pages     = {597--604},
  year      = {2006}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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 = {{CVPR} {(2)}},
  pages     = {1670--1677},
  publisher = {{IEEE} Computer Society},
  year      = {2006}
}
@inproceedings{DBLP:conf/edoc/Wu06,
  author    = {Xindong Wu},
  title     = {User-Centered Agents for Structured Information Location on the Web},
  booktitle = {{EDOC}},
  publisher = {{IEEE} Computer Society},
  year      = {2006}
}
@inproceedings{DBLP:conf/grc/ZhuW06a,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Error awareness data mining},
  booktitle = {GrC},
  pages     = {269--274},
  publisher = {{IEEE}},
  year      = {2006}
}
@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 = {{ICASSP} {(2)}},
  pages     = {177--180},
  publisher = {{IEEE}},
  year      = {2006}
}
@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 = {{ICDM}},
  pages     = {1199--1204},
  publisher = {{IEEE} Computer Society},
  year      = {2006}
}
@inproceedings{DBLP:conf/icpr/ZhuW06,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Scalable Representative Instance Selection and Ranking},
  booktitle = {{ICPR} {(3)}},
  pages     = {352--355},
  publisher = {{IEEE} Computer Society},
  year      = {2006}
}
@inproceedings{DBLP:conf/iri/HeW06,
  author    = {Dan He and
               Xindong Wu},
  title     = {Ontology-based feature weighting for biomedical literature classification},
  booktitle = {{IRI}},
  pages     = {280--285},
  publisher = {{IEEE} Systems, Man, and Cybernetics Society},
  year      = {2006}
}
@inproceedings{DBLP:conf/ismis/WangYWY06,
  author    = {Hao Wang and
               Kui Yu and
               Xindong Wu and
               Hongliang Yao},
  title     = {Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm},
  booktitle = {{ISMIS}},
  series    = {Lecture Notes in Computer Science},
  volume    = {4203},
  pages     = {127--136},
  publisher = {Springer},
  year      = {2006}
}
@inproceedings{DBLP:conf/kdd/ZhangCWZ06,
  author    = {Shichao Zhang and
               Feng Chen and
               Xindong Wu and
               Chengqi Zhang},
  title     = {Identifying bridging rules between conceptual clusters},
  booktitle = {{KDD}},
  pages     = {815--820},
  publisher = {{ACM}},
  year      = {2006}
}
@incollection{DBLP:series/sci/WangZWQW06,
  author    = {Jiaqi Wang and
               Chengqi Zhang and
               Xindong Wu and
               Hongwei Qi and
               Jue Wang},
  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}
}
@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}
}
@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}
}
@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   = {{IJBIDM}},
  volume    = {1},
  number    = {1},
  pages     = {54--64},
  year      = {2005}
}
@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}
}
@article{DBLP:journals/ngc/HuangWR05,
  author    = {Hao Huang and
               Xindong Wu and
               Richard Relue},
  title     = {Mining Frequent Patterns with the Pattern Tree},
  journal   = {New Generation Comput.},
  volume    = {23},
  number    = {4},
  pages     = {315--337},
  year      = {2005}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/dawak/ZhangWZZ05,
  author    = {Shichao Zhang and
               Xindong Wu and
               Jilian Zhang and
               Chengqi Zhang},
  title     = {A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic
               Databases},
  booktitle = {DaWaK},
  series    = {Lecture Notes in Computer Science},
  volume    = {3589},
  pages     = {305--314},
  publisher = {Springer},
  year      = {2005}
}
@inproceedings{DBLP:conf/icdm/ChenWZ05,
  author    = {Gong Chen and
               Xindong Wu and
               Xingquan Zhu},
  title     = {Sequential Pattern Mining in Multiple Streams},
  booktitle = {{ICDM}},
  pages     = {585--588},
  publisher = {{IEEE} Computer Society},
  year      = {2005}
}
@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 = {{ICDM}},
  pages     = {450--457},
  publisher = {{IEEE} Computer Society},
  year      = {2005}
}
@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 = {{ICTAI}},
  pages     = {310--317},
  publisher = {{IEEE} Computer Society},
  year      = {2005}
}
@inproceedings{DBLP:conf/ismis/ChenWZ05,
  author    = {Qijun Chen and
               Xindong Wu and
               Xingquan Zhu},
  title     = {Scalable Inductive Learning on Partitioned Data},
  booktitle = {{ISMIS}},
  series    = {Lecture Notes in Computer Science},
  volume    = {3488},
  pages     = {391--403},
  publisher = {Springer},
  year      = {2005}
}
@inproceedings{DBLP:conf/kdd/YangWZ05,
  author    = {Ying Yang and
               Xindong Wu and
               Xingquan Zhu},
  title     = {Combining proactive and reactive predictions for data streams},
  booktitle = {{KDD}},
  pages     = {710--715},
  publisher = {{ACM}},
  year      = {2005}
}
@inproceedings{DBLP:conf/sac/LeeWC05,
  author    = {Gyesung Lee and
               Xindong Wu and
               Jinho Chon},
  title     = {Rearranging data objects for efficient and stable clustering},
  booktitle = {{SAC}},
  pages     = {519--523},
  publisher = {{ACM}},
  year      = {2005}
}
@incollection{DBLP:books/sp/datamining2005/YangWW05,
  author    = {Ying Yang and
               Geoffrey I. Webb and
               Xindong Wu},
  title     = {Discretization Methods},
  booktitle = {The Data Mining and Knowledge Discovery Handbook},
  pages     = {113--130},
  publisher = {Springer},
  year      = {2005}
}
@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}
}
@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}
}
@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}
}
@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}
}
@article{DBLP:journals/cib/Wu04,
  author    = {Xindong Wu},
  title     = {Data Mining: An {AI} Perspective},
  journal   = {{IEEE} Intelligent Informatics Bulletin},
  volume    = {4},
  pages     = {23--26},
  year      = {2004}
}
@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} Intelligent Systems},
  volume    = {19},
  number    = {6},
  pages     = {30--31},
  year      = {2004}
}
@article{DBLP:journals/expert/YangW04,
  author    = {Ying Yang and
               Xindong Wu},
  title     = {Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination},
  journal   = {{IEEE} Intelligent Systems},
  volume    = {19},
  number    = {2},
  pages     = {40--49},
  year      = {2004}
}
@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}
}
@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   = {Multimedia Syst.},
  volume    = {10},
  number    = {2},
  pages     = {98--115},
  year      = {2004}
}
@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}
}
@inproceedings{DBLP:conf/aaai/ZhuWY04,
  author    = {Xingquan Zhu and
               Xindong Wu and
               Ying Yang},
  title     = {Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets},
  booktitle = {{AAAI}},
  pages     = {378--384},
  publisher = {{AAAI} Press / The {MIT} Press},
  year      = {2004}
}
@inproceedings{DBLP:conf/csb/StoneWG04,
  author    = {Jeffrey Stone and
               Xindong Wu and
               Marc Greenblatt},
  title     = {An Intelligent Digital Library System for Biologists},
  booktitle = {{CSB}},
  pages     = {491--492},
  publisher = {{IEEE} Computer Society},
  year      = {2004}
}
@inproceedings{DBLP:conf/icdm/ZhuW04,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning},
  booktitle = {{ICDM}},
  pages     = {297--304},
  publisher = {{IEEE} Computer Society},
  year      = {2004}
}
@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 = {{ICDM}},
  pages     = {305--312},
  publisher = {{IEEE} Computer Society},
  year      = {2004}
}
@inproceedings{DBLP:conf/ictai/Wu04,
  author    = {Xindong Wu},
  title     = {Knowledge Discovery in Multiple Databases},
  booktitle = {{ICTAI}},
  pages     = {2},
  publisher = {{IEEE} Computer Society},
  year      = {2004}
}
@inproceedings{DBLP:conf/ictai/ZhuW04,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Data Acquisition with Active and Impact-Sensitive Instance Selection},
  booktitle = {{ICTAI}},
  pages     = {721--726},
  publisher = {{IEEE} Computer Society},
  year      = {2004}
}
@inproceedings{DBLP:conf/ieaaie/ChenWZ04,
  author    = {Qijun Chen and
               Xindong Wu and
               Xingquan Zhu},
  title     = {{OIDM:} Online Interactive Data Mining},
  booktitle = {{IEA/AIE}},
  series    = {Lecture Notes in Computer Science},
  volume    = {3029},
  pages     = {66--76},
  publisher = {Springer},
  year      = {2004}
}
@inproceedings{DBLP:conf/pkdd/YangWZ04,
  author    = {Ying Yang and
               Xindong Wu and
               Xingquan Zhu},
  title     = {Dealing with Predictive-but-Unpredictable Attributes in Noisy Data
               Sources},
  booktitle = {{PKDD}},
  series    = {Lecture Notes in Computer Science},
  volume    = {3202},
  pages     = {471--483},
  publisher = {Springer},
  year      = {2004}
}
@inproceedings{DBLP:conf/webi/Wu04,
  author    = {Xindong Wu},
  title     = {Data Mining: Artificial Intelligence in Data Analysis},
  booktitle = {Web Intelligence},
  pages     = {7},
  publisher = {{IEEE} Computer Society},
  year      = {2004}
}
@article{DBLP:journals/cib/ZhangWZ03,
  author    = {Shichao Zhang and
               Xindong Wu and
               Chengqi Zhang},
  title     = {Multi-Database Mining},
  journal   = {{IEEE} Computational Intelligence Bulletin},
  volume    = {2},
  number    = {1},
  pages     = {5--13},
  year      = {2003}
}
@article{DBLP:journals/kais/Wu03,
  author    = {Xindong Wu},
  title     = {Online First publication},
  journal   = {Knowl. Inf. Syst.},
  volume    = {5},
  number    = {1},
  pages     = {1},
  year      = {2003}
}
@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}
}
@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   = {Multimedia Syst.},
  volume    = {9},
  number    = {1},
  pages     = {31--53},
  year      = {2003}
}
@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}
}
@inproceedings{DBLP:conf/icmcs/ZhuW03,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Sequential association mining for video summarization},
  booktitle = {{ICME}},
  pages     = {333--336},
  publisher = {{IEEE} Computer Society},
  year      = {2003}
}
@inproceedings{DBLP:conf/icml/ZhuWC03,
  author    = {Xingquan Zhu and
               Xindong Wu and
               Qijun Chen},
  title     = {Eliminating Class Noise in Large Datasets},
  booktitle = {{ICML}},
  pages     = {920--927},
  publisher = {{AAAI} Press},
  year      = {2003}
}
@inproceedings{DBLP:conf/ijcai/ZhuW03,
  author    = {Xingquan Zhu and
               Xindong Wu},
  title     = {Mining Video Associations for Efficient Database Management},
  booktitle = {{IJCAI}},
  pages     = {1422},
  publisher = {Morgan Kaufmann},
  year      = {2003}
}
@article{DBLP:journals/cib/Wu02,
  author    = {Xindong Wu},
  title     = {Message from the {TCCI} Chair},
  journal   = {{IEEE} Computational Intelligence Bulletin},
  volume    = {1},
  number    = {1},
  pages     = {1--2},
  year      = {2002}
}
@article{DBLP:journals/computer/RansomW02,
  author    = {Stephen Ransom and
               Xindong Wu},
  title     = {Using Knowledge Anchors to Reduce Cognitive Overheads},
  journal   = {{IEEE} Computer},
  volume    = {35},
  number    = {11},
  pages     = {111--112},
  year      = {2002}
}
@inproceedings{DBLP:conf/icdm/HuangWR02,
  author    = {Hao Huang and
               Xindong Wu and
               Richard Relue},
  title     = {Association Analysis with One Scan of Databases},
  booktitle = {{ICDM}},
  pages     = {629--632},
  publisher = {{IEEE} Computer Society},
  year      = {2002}
}
@inproceedings{DBLP:conf/icml/WuZZ02,
  author    = {Xindong Wu and
               Chengqi Zhang and
               Shichao Zhang},
  title     = {Mining Both Positive and Negative Association Rules},
  booktitle = {{ICML}},
  pages     = {658--665},
  publisher = {Morgan Kaufmann},
  year      = {2002}
}
@inproceedings{DBLP:conf/ictai/ManchiW02,
  author    = {Kalyani K. Manchi and
               Xindong Wu},
  title     = {Dynamic Refinement of Classification Rules},
  booktitle = {{ICTAI}},
  pages     = {189},
  publisher = {{IEEE} Computer Society},
  year      = {2002}
}
@inproceedings{DBLP:conf/seke/Wu02,
  author    = {Xindong Wu},
  title     = {Knowledge discovery in very large databases},
  booktitle = {{SEKE}},
  pages     = {15},
  publisher = {{ACM}},
  year      = {2002}
}
@article{DBLP:journals/aai/ZhangW01,
  author    = {Shichao Zhang and
               Xindong Wu},
  title     = {Large Scale Data Mining Based on Data Partitioning},
  journal   = {Applied Artificial Intelligence},
  volume    = {15},
  number    = {2},
  pages     = {129--139},
  year      = {2001}
}
@inproceedings{DBLP:conf/cikm/RelueWH01,
  author    = {Richard Relue and
               Xindong Wu and
               Hao Huang},
  title     = {Efficient Runtime Generation of Association Rules},
  booktitle = {{CIKM}},
  pages     = {466--473},
  publisher = {{ACM}},
  year      = {2001}
}
@inproceedings{DBLP:conf/ecAgents/WuNP01,
  author    = {Xindong Wu and
               Daniel Ngu and
               Sameer Pradhan},
  title     = {User-Centered Agents for Structured Information Location},
  booktitle = {E-Commerce Agents},
  series    = {Lecture Notes in Computer Science},
  volume    = {2033},
  pages     = {323--331},
  publisher = {Springer},
  year      = {2001}
}
@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}
}
@article{DBLP:journals/aim/Wu00,
  author    = {Xindong Wu},
  title     = {Building Intelligent Learning Database Systems},
  journal   = {{AI} Magazine},
  volume    = {21},
  number    = {3},
  pages     = {61--68},
  year      = {2000}
}
@article{DBLP:journals/tsmc/WuC00,
  author    = {Xindong Wu and
               Kevin Cai},
  title     = {Knowledge object modeling},
  journal   = {{IEEE} Trans. Systems, Man, and Cybernetics, Part {A}},
  volume    = {30},
  number    = {2},
  pages     = {96--107},
  year      = {2000}
}
@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}
}
@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}
}
@article{DBLP:journals/tfs/Wu99,
  author    = {Xindong Wu},
  title     = {Fuzzy interpretation of discretized intervals},
  journal   = {{IEEE} Trans. Fuzzy Systems},
  volume    = {7},
  number    = {6},
  pages     = {753--759},
  year      = {1999}
}
@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}
}
@inproceedings{DBLP:conf/pakdd/Wu99,
  author    = {Xindong Wu},
  title     = {Induction as Pre-processing},
  booktitle = {{PAKDD}},
  series    = {Lecture Notes in Computer Science},
  volume    = {1574},
  pages     = {114--122},
  publisher = {Springer},
  year      = {1999}
}
@article{DBLP:journals/cas/LiW98,
  author    = {Heng Li and
               Xindong Wu},
  title     = {Learning Design Knowledge as Generalization},
  journal   = {Cybernetics and Systems},
  volume    = {29},
  number    = {2},
  pages     = {181--207},
  year      = {1998}
}
@article{DBLP:journals/cn/LowderW98,
  author    = {Jason Lowder and
               Xindong Wu},
  title     = {Wide Area Selection as a Hyperdocument Search Interface},
  journal   = {Computer Networks},
  volume    = {30},
  number    = {1-7},
  pages     = {658--659},
  year      = {1998}
}
@article{DBLP:journals/cn/NguyenWS98,
  author    = {Thuy{-}Linh Nguyen and
               Xindong Wu and
               Sayed Sajeev},
  title     = {Object-Oriented Modeling of Multimedia Documents},
  journal   = {Computer Networks},
  volume    = {30},
  number    = {1-7},
  pages     = {578--582},
  year      = {1998}
}
@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}
}
@article{DBLP:journals/jasis/Wu98,
  author    = {Xindong Wu},
  title     = {Rule Induction with Extension Matrices},
  journal   = {{JASIS}},
  volume    = {49},
  number    = {5},
  pages     = {435--454},
  year      = {1998}
}
@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}
}
@inproceedings{DBLP:conf/pricai/WuL98,
  author    = {Xindong Wu and
               William H. W. Lo},
  title     = {Multi-layer Incremental Induction},
  booktitle = {{PRICAI}},
  series    = {Lecture Notes in Computer Science},
  volume    = {1531},
  pages     = {24--32},
  publisher = {Springer},
  year      = {1998}
}
@inproceedings{DBLP:conf/webnet/NguW98,
  author    = {Daniel Siaw Weng Ngu and
               Xindong Wu},
  title     = {Interest Discovery for Incremental Web Exploration},
  booktitle = {WebNet},
  publisher = {{AACE}},
  year      = {1998}
}
@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}
}
@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}
}
@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   = {Computer Networks},
  volume    = {29},
  number    = {8-13},
  pages     = {1249--1255},
  year      = {1997}
}
@article{DBLP:journals/ijait/RansomWS97,
  author    = {Stephen Ransom and
               Xindong Wu and
               Heinz W. Schmidt},
  title     = {Disorientation and Cognitive Overhead in Hypertext Systems},
  journal   = {International Journal on Artificial Intelligence Tools},
  volume    = {6},
  number    = {2},
  pages     = {227--253},
  year      = {1997}
}
@inproceedings{DBLP:conf/ictai/CaiWS97,
  author    = {Kevin Cai and
               Xindong Wu and
               Heinz W. Schmidt},
  title     = {Schedular++: Scheduling with Knowledge Objects},
  booktitle = {{ICTAI}},
  pages     = {480--483},
  publisher = {{IEEE} Computer Society},
  year      = {1997}
}
@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 = {{IJCAI}},
  pages     = {1304--1309},
  publisher = {Morgan Kaufmann},
  year      = {1997}
}
@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}
}
@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   = {International Journal on Artificial Intelligence Tools},
  volume    = {5},
  number    = {1-2},
  pages     = {81--98},
  year      = {1996}
}
@inproceedings{DBLP:conf/ecai/WuUS96,
  author    = {Xindong Wu and
               David Urpani and
               James A. Sykes},
  title     = {Rule Induction Without Decision Tree Construction},
  booktitle = {{ECAI}},
  pages     = {463--470},
  publisher = {John Wiley and Sons, Chichester},
  year      = {1996}
}
@inproceedings{DBLP:conf/kdd/UrpaniWS96,
  author    = {David Urpani and
               Xindong Wu and
               Jim Sykes},
  title     = {{RITIO} - Rule Induction Two In One},
  booktitle = {{KDD}},
  pages     = {339--342},
  publisher = {{AAAI} Press},
  year      = {1996}
}
@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}
}
@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 = {{ICTAI}},
  pages     = {190--197},
  publisher = {{IEEE} Computer Society},
  year      = {1995}
}
@inproceedings{DBLP:conf/ieaaie/Wu95,
  author    = {Xindong Wu},
  title     = {{SIKT:} {A} Structured Interactive Knowledge Transfer Program},
  booktitle = {{IEA/AIE}},
  pages     = {787--795},
  year      = {1995}
}
@inproceedings{DBLP:conf/kdd/WuM95,
  author    = {Xindong Wu and
               Petter M{\aa}hl{\'{e}}n},
  title     = {Fuzzy Interpretation of Induction Results},
  booktitle = {{KDD}},
  pages     = {325--330},
  publisher = {{AAAI} Press},
  year      = {1995}
}
@article{DBLP:journals/informaticaSI/Wu94,
  author    = {Xindong Wu},
  title     = {Lecture Notes in Machine Learning},
  journal   = {Informatica (Slovenia)},
  volume    = {18},
  number    = {2},
  year      = {1994}
}
@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}
}
@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}
}
@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}
}
@inproceedings{DBLP:conf/acm/Wu93,
  author    = {Xindong Wu},
  title     = {The {HCV} Induction Algorithm},
  booktitle = {{ACM} Conference on Computer Science},
  pages     = {168--175},
  publisher = {{ACM}},
  year      = {1993}
}
maintained by Schloss Dagstuhl LZI at University of Trier