BibTeX records: Jing Zhang 0015

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@article{DBLP:journals/tnn/ZhangWZS24,
  author       = {Jing Zhang and
                  Ming Wu and
                  Cangqi Zhou and
                  Victor S. Sheng},
  title        = {Active Crowdsourcing for Multilabel Annotation},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {35},
  number       = {3},
  pages        = {3549--3559},
  year         = {2024},
  url          = {https://doi.org/10.1109/TNNLS.2022.3194022},
  doi          = {10.1109/TNNLS.2022.3194022},
  timestamp    = {Sat, 16 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhangWZS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WuLYZSH23,
  author       = {Ming Wu and
                  Qianmu Li and
                  Fei Yang and
                  Jing Zhang and
                  Victor S. Sheng and
                  Jun Hou},
  title        = {Learning from biased crowdsourced labeling with deep clustering},
  journal      = {Expert Syst. Appl.},
  volume       = {211},
  pages        = {118608},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.eswa.2022.118608},
  doi          = {10.1016/J.ESWA.2022.118608},
  timestamp    = {Thu, 24 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/WuLYZSH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhangC23,
  author       = {Jing Zhang and
                  Meilin Cao},
  title        = {Distant supervision for relation extraction with hierarchical attention-based
                  networks},
  journal      = {Expert Syst. Appl.},
  volume       = {220},
  pages        = {119727},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.eswa.2023.119727},
  doi          = {10.1016/J.ESWA.2023.119727},
  timestamp    = {Tue, 21 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/ZhangC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/hisas/ZhangLZFC23,
  author       = {Jing Zhang and
                  Jianhua Li and
                  Yi Zhu and
                  Yu Fu and
                  Lixia Chen},
  title        = {Thyroidkeeper: a healthcare management system for patients with thyroid
                  diseases},
  journal      = {Health Inf. Sci. Syst.},
  volume       = {11},
  number       = {1},
  pages        = {49},
  year         = {2023},
  url          = {https://doi.org/10.1007/s13755-023-00251-w},
  doi          = {10.1007/S13755-023-00251-W},
  timestamp    = {Thu, 09 Nov 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/hisas/ZhangLZFC23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangXS23,
  author       = {Jing Zhang and
                  Sunyue Xu and
                  Victor S. Sheng},
  title        = {Crowdmeta: Crowdsourcing truth inference with meta-Knowledge transfer},
  journal      = {Pattern Recognit.},
  volume       = {140},
  pages        = {109525},
  year         = {2023},
  url          = {https://doi.org/10.1016/j.patcog.2023.109525},
  doi          = {10.1016/J.PATCOG.2023.109525},
  timestamp    = {Fri, 02 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/pr/ZhangXS23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkdd/ZhuangM0S23,
  author       = {Jiabo Zhuang and
                  Shunmei Meng and
                  Jing Zhang and
                  Victor S. Sheng},
  title        = {Contrastive Learning Based Graph Convolution Network for Social Recommendation},
  journal      = {{ACM} Trans. Knowl. Discov. Data},
  volume       = {17},
  number       = {8},
  pages        = {120:1--120:21},
  year         = {2023},
  url          = {https://doi.org/10.1145/3587268},
  doi          = {10.1145/3587268},
  timestamp    = {Fri, 21 Jul 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkdd/ZhuangM0S23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/LiuZ0LH23,
  author       = {Peishuo Liu and
                  Cangqi Zhou and
                  Jing Zhang and
                  Qianmu Li and
                  Dianming Hu},
  editor       = {Guihai Chen and
                  Latifur Khan and
                  Xiaofeng Gao and
                  Meikang Qiu and
                  Witold Pedrycz and
                  Xindong Wu},
  title        = {Hierarchical Graph Contrastive Learning via Debiasing Noise Samples
                  with Adaptive Repelling Ratio},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2023, Shanghai,
                  China, December 1-4, 2023},
  pages        = {418--427},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICDM58522.2023.00051},
  doi          = {10.1109/ICDM58522.2023.00051},
  timestamp    = {Tue, 13 Feb 2024 11:46:18 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/LiuZ0LH23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icws/LiuMLXQDZZ23,
  author       = {Xiao Liu and
                  Shunmei Meng and
                  Qianmu Li and
                  Xiaolong Xu and
                  Lianyong Qi and
                  Wanchun Dou and
                  Jing Zhang and
                  Xuyun Zhang},
  editor       = {Claudio A. Ardagna and
                  Boualem Benatallah and
                  Hongyi Bian and
                  Carl K. Chang and
                  Rong N. Chang and
                  Jing Fan and
                  Geoffrey C. Fox and
                  Zhi Jin and
                  Xuanzhe Liu and
                  Heiko Ludwig and
                  Michael Sheng and
                  Jian Yang},
  title        = {Disentangled Hypergraph Collaborative Filtering for Social Recommendation},
  booktitle    = {{IEEE} International Conference on Web Services, {ICWS} 2023, Chicago,
                  IL, USA, July 2-8, 2023},
  pages        = {475--482},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/ICWS60048.2023.00066},
  doi          = {10.1109/ICWS60048.2023.00066},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icws/LiuMLXQDZZ23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-17348,
  author       = {Xiang Li and
                  Jing Zhang and
                  Yali Yuan and
                  Cangqi Zhou},
  title        = {Network Intrusion Detection with Edge-Directed Graph Multi-Head Attention
                  Networks},
  journal      = {CoRR},
  volume       = {abs/2310.17348},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2310.17348},
  doi          = {10.48550/ARXIV.2310.17348},
  eprinttype    = {arXiv},
  eprint       = {2310.17348},
  timestamp    = {Tue, 12 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2310-17348.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-18743,
  author       = {Xiao Liu and
                  Xuanyu Lei and
                  Shengyuan Wang and
                  Yue Huang and
                  Zhuoer Feng and
                  Bosi Wen and
                  Jiale Cheng and
                  Pei Ke and
                  Yifan Xu and
                  Weng Lam Tam and
                  Xiaohan Zhang and
                  Lichao Sun and
                  Hongning Wang and
                  Jing Zhang and
                  Minlie Huang and
                  Yuxiao Dong and
                  Jie Tang},
  title        = {AlignBench: Benchmarking Chinese Alignment of Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2311.18743},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2311.18743},
  doi          = {10.48550/ARXIV.2311.18743},
  eprinttype    = {arXiv},
  eprint       = {2311.18743},
  timestamp    = {Fri, 22 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2311-18743.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmpb/HaoZSSLLQH22,
  author       = {Wen Hao and
                  Jing Zhang and
                  Jun Su and
                  Yuqing Song and
                  Zhe Liu and
                  Yi Liu and
                  Cheng{-}Jian Qiu and
                  Kai Han},
  title        = {HPM-Net: Hierarchical progressive multiscale network for liver vessel
                  segmentation in {CT} images},
  journal      = {Comput. Methods Programs Biomed.},
  volume       = {224},
  pages        = {107003},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.cmpb.2022.107003},
  doi          = {10.1016/J.CMPB.2022.107003},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/cmpb/HaoZSSLLQH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhouZGLHS22,
  author       = {Cangqi Zhou and
                  Jing Zhang and
                  Kaisheng Gao and
                  Qianmu Li and
                  Dianming Hu and
                  Victor S. Sheng},
  title        = {Bipartite network embedding with Symmetric Neighborhood Convolution},
  journal      = {Expert Syst. Appl.},
  volume       = {198},
  pages        = {116757},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.116757},
  doi          = {10.1016/J.ESWA.2022.116757},
  timestamp    = {Wed, 18 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/ZhouZGLHS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WangLLZS22,
  author       = {Qingren Wang and
                  Jian Lu and
                  Wei Li and
                  Jing Zhang and
                  Victor S. Sheng},
  title        = {Homophily-aware correction framework for crowdsourced labels using
                  heterogeneous information network},
  journal      = {Expert Syst. Appl.},
  volume       = {200},
  pages        = {116896},
  year         = {2022},
  url          = {https://doi.org/10.1016/j.eswa.2022.116896},
  doi          = {10.1016/J.ESWA.2022.116896},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/WangLLZS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ieeejas/Zhang22,
  author       = {Jing Zhang},
  title        = {Knowledge Learning With Crowdsourcing: {A} Brief Review and Systematic
                  Perspective},
  journal      = {{IEEE} {CAA} J. Autom. Sinica},
  volume       = {9},
  number       = {5},
  pages        = {749--762},
  year         = {2022},
  url          = {https://doi.org/10.1109/JAS.2022.105434},
  doi          = {10.1109/JAS.2022.105434},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/ieeejas/Zhang22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/itpro/AhvanooeyZMCCZ22,
  author       = {Milad Taleby Ahvanooey and
                  Mark Xuefang Zhu and
                  Wojciech Mazurczyk and
                  Kim{-}Kwang Raymond Choo and
                  Mauro Conti and
                  Jing Zhang},
  title        = {Misinformation Detection on Social Media: Challenges and the Road
                  Ahead},
  journal      = {{IT} Prof.},
  volume       = {24},
  number       = {1},
  pages        = {34--40},
  year         = {2022},
  url          = {https://doi.org/10.1109/MITP.2021.3120876},
  doi          = {10.1109/MITP.2021.3120876},
  timestamp    = {Fri, 01 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/itpro/AhvanooeyZMCCZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdm/PengZZM22,
  author       = {Yanhui Peng and
                  Jing Zhang and
                  Cangqi Zhou and
                  Shunmei Meng},
  title        = {Knowledge Graph Entity Alignment Using Relation Structural Similarity},
  journal      = {J. Database Manag.},
  volume       = {33},
  number       = {1},
  pages        = {1--19},
  year         = {2022},
  url          = {https://doi.org/10.4018/jdm.305733},
  doi          = {10.4018/JDM.305733},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jdm/PengZZM22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/MengFLWZXQB22,
  author       = {Shunmei Meng and
                  Shaoyu Fan and
                  Qianmu Li and
                  Xinna Wang and
                  Jing Zhang and
                  Xiaolong Xu and
                  Lianyong Qi and
                  Md. Zakirul Alam Bhuiyan},
  title        = {Privacy-Aware Factorization-Based Hybrid Recommendation Method for
                  Healthcare Services},
  journal      = {{IEEE} Trans. Ind. Informatics},
  volume       = {18},
  number       = {8},
  pages        = {5637--5647},
  year         = {2022},
  url          = {https://doi.org/10.1109/TII.2022.3143103},
  doi          = {10.1109/TII.2022.3143103},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tii/MengFLWZXQB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/www/MengXWYZL22,
  author       = {Shunmei Meng and
                  Jiangmin Xu and
                  Huihui Wang and
                  Rui Yuan and
                  Jing Zhang and
                  Qianmu Li},
  title        = {Time-aware scalable recommendation with clustering-based distributed
                  factorization for edge services},
  journal      = {World Wide Web},
  volume       = {25},
  number       = {5},
  pages        = {1831--1849},
  year         = {2022},
  url          = {https://doi.org/10.1007/s11280-021-00956-6},
  doi          = {10.1007/S11280-021-00956-6},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/www/MengXWYZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Xu022a,
  author       = {Sunyue Xu and
                  Jing Zhang},
  title        = {Crowdsourcing with Meta-Knowledge Transfer (Student Abstract)},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {13095--13096},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i11.21684},
  doi          = {10.1609/AAAI.V36I11.21684},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Xu022a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhouWZJH22,
  author       = {Cangqi Zhou and
                  Yuxiang Wang and
                  Jing Zhang and
                  Jiqiong Jiang and
                  Dianming Hu},
  editor       = {Mohammad Al Hasan and
                  Li Xiong},
  title        = {End-to-end Modularity-based Community Co-partition in Bipartite Networks},
  booktitle    = {Proceedings of the 31st {ACM} International Conference on Information
                  {\&} Knowledge Management, Atlanta, GA, USA, October 17-21, 2022},
  pages        = {2711--2720},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3511808.3557309},
  doi          = {10.1145/3511808.3557309},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhouWZJH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/TianWJZ22,
  author       = {Nianshang Tian and
                  Ming Wu and
                  Jiqiong Jiang and
                  Jing Zhang},
  editor       = {Peipei Li and
                  Kui Yu and
                  Nitesh V. Chawla and
                  Ronen Feldman and
                  Qing Li and
                  Xindong Wu},
  title        = {Learning from Crowds with Mutual Correction-Based Co-Training},
  booktitle    = {{IEEE} International Conference on Knowledge Graph, {ICKG} 2022, Orlando,
                  FL, USA, November 30 - Dec. 1, 2022},
  pages        = {257--264},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICKG55886.2022.00040},
  doi          = {10.1109/ICKG55886.2022.00040},
  timestamp    = {Fri, 14 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icbk/TianWJZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc2/WuLZH22,
  author       = {Ming Wu and
                  Qianmu Li and
                  Jing Zhang and
                  Jun Hou},
  title        = {Label Aggregation with Clustering for Biased Crowdsourced Labeling},
  booktitle    = {{ICMLC} 2022: 14th International Conference on Machine Learning and
                  Computing, Guangzhou, China, February 18 - 21, 2022},
  pages        = {165--169},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3529836.3529861},
  doi          = {10.1145/3529836.3529861},
  timestamp    = {Thu, 24 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmlc2/WuLZH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/CaoJZ22,
  author       = {Meilin Cao and
                  Jiqiong Jiang and
                  Jing Zhang},
  editor       = {Marek Z. Reformat and
                  Du Zhang and
                  Nikolaos G. Bourbakis},
  title        = {Multi-Instance Active Learning for Relation Extraction},
  booktitle    = {34th {IEEE} International Conference on Tools with Artificial Intelligence,
                  {ICTAI} 2022, Macao, China, October 31 - November 2, 2022},
  pages        = {446--450},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICTAI56018.2022.00072},
  doi          = {10.1109/ICTAI56018.2022.00072},
  timestamp    = {Tue, 25 Apr 2023 16:51:01 +0200},
  biburl       = {https://dblp.org/rec/conf/ictai/CaoJZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/WangZZL22,
  author       = {Yuxiang Wang and
                  Cangqi Zhou and
                  Jing Zhang and
                  Qianmu Li},
  title        = {Attributed Graph Clustering with Double Contrastive Projector},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
                  Italy, July 18-23, 2022},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/IJCNN55064.2022.9892848},
  doi          = {10.1109/IJCNN55064.2022.9892848},
  timestamp    = {Thu, 24 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/ijcnn/WangZZL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/ZhouXBZ22,
  author       = {Cangqi Zhou and
                  Sunyue Xu and
                  Hao Ban and
                  Jing Zhang},
  editor       = {Jo{\~{a}}o Gama and
                  Tianrui Li and
                  Yang Yu and
                  Enhong Chen and
                  Yu Zheng and
                  Fei Teng},
  title        = {Neural Topic Modeling with Gaussian Mixture Model and Householder
                  Flow},
  booktitle    = {Advances in Knowledge Discovery and Data Mining - 26th Pacific-Asia
                  Conference, {PAKDD} 2022, Chengdu, China, May 16-19, 2022, Proceedings,
                  Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {13281},
  pages        = {417--428},
  publisher    = {Springer},
  year         = {2022},
  url          = {https://doi.org/10.1007/978-3-031-05936-0\_33},
  doi          = {10.1007/978-3-031-05936-0\_33},
  timestamp    = {Thu, 20 Apr 2023 09:06:59 +0200},
  biburl       = {https://dblp.org/rec/conf/pakdd/ZhouXBZ22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wsdm/ZhouC0LH22,
  author       = {Cangqi Zhou and
                  Hui Chen and
                  Jing Zhang and
                  Qianmu Li and
                  Dianming Hu},
  editor       = {K. Selcuk Candan and
                  Huan Liu and
                  Leman Akoglu and
                  Xin Luna Dong and
                  Jiliang Tang},
  title        = {AngHNE: Representation Learning for Bipartite Heterogeneous Networks
                  with Angular Loss},
  booktitle    = {{WSDM} '22: The Fifteenth {ACM} International Conference on Web Search
                  and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25,
                  2022},
  pages        = {1470--1478},
  publisher    = {{ACM}},
  year         = {2022},
  url          = {https://doi.org/10.1145/3488560.3498510},
  doi          = {10.1145/3488560.3498510},
  timestamp    = {Fri, 18 Feb 2022 13:17:54 +0100},
  biburl       = {https://dblp.org/rec/conf/wsdm/ZhouC0LH22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adhoc/WuLBXZH21,
  author       = {Ming Wu and
                  Qianmu Li and
                  Muhammad Bilal and
                  Xiaolong Xu and
                  Jing Zhang and
                  Jun Hou},
  title        = {Multi-label active learning from crowds for secure IIoT},
  journal      = {Ad Hoc Networks},
  volume       = {121},
  pages        = {102594},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.adhoc.2021.102594},
  doi          = {10.1016/J.ADHOC.2021.102594},
  timestamp    = {Tue, 12 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/adhoc/WuLBXZH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csur/WuSZLDSCZ20,
  author       = {Jian Wu and
                  Victor S. Sheng and
                  Jing Zhang and
                  Hua Li and
                  Tetiana Dadakova and
                  Christine Leon Swisher and
                  Zhiming Cui and
                  Pengpeng Zhao},
  title        = {Multi-Label Active Learning Algorithms for Image Classification: Overview
                  and Future Promise},
  journal      = {{ACM} Comput. Surv.},
  volume       = {53},
  number       = {2},
  pages        = {28:1--28:35},
  year         = {2021},
  url          = {https://doi.org/10.1145/3379504},
  doi          = {10.1145/3379504},
  timestamp    = {Sat, 20 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/csur/WuSZLDSCZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhouCZLHS21,
  author       = {Cangqi Zhou and
                  Hui Chen and
                  Jing Zhang and
                  Qianmu Li and
                  Dianming Hu and
                  Victor S. Sheng},
  title        = {Multi-label graph node classification with label attentive neighborhood
                  convolution},
  journal      = {Expert Syst. Appl.},
  volume       = {180},
  pages        = {115063},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.eswa.2021.115063},
  doi          = {10.1016/J.ESWA.2021.115063},
  timestamp    = {Fri, 25 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/ZhouCZLHS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/ZhangLGMZ21,
  author       = {Jing Zhang and
                  Mengxi Li and
                  Kaisheng Gao and
                  Shunmei Meng and
                  Cangqi Zhou},
  title        = {Word and graph attention networks for semi-supervised classification},
  journal      = {Knowl. Inf. Syst.},
  volume       = {63},
  number       = {11},
  pages        = {2841--2859},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10115-021-01610-3},
  doi          = {10.1007/S10115-021-01610-3},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kais/ZhangLGMZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/SuLZSSZL21,
  author       = {Jun Su and
                  Zhe Liu and
                  Jing Zhang and
                  Victor S. Sheng and
                  Yuqing Song and
                  Yan Zhu and
                  Yi Liu},
  title        = {DV-Net: Accurate liver vessel segmentation via dense connection model
                  with {D-BCE} loss function},
  journal      = {Knowl. Based Syst.},
  volume       = {232},
  pages        = {107471},
  year         = {2021},
  url          = {https://doi.org/10.1016/j.knosys.2021.107471},
  doi          = {10.1016/J.KNOSYS.2021.107471},
  timestamp    = {Wed, 15 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/kbs/SuLZSSZL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mms/LiuHWZSYYS21,
  author       = {Zhe Liu and
                  Kai Han and
                  Zhaohui Wang and
                  Jing Zhang and
                  Yuqing Song and
                  Xu Yao and
                  Deqi Yuan and
                  Victor S. Sheng},
  title        = {Automatic liver segmentation from abdominal {CT} volumes using improved
                  convolution neural networks},
  journal      = {Multim. Syst.},
  volume       = {27},
  number       = {1},
  pages        = {111--124},
  year         = {2021},
  url          = {https://doi.org/10.1007/s00530-020-00709-x},
  doi          = {10.1007/S00530-020-00709-X},
  timestamp    = {Sun, 21 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/mms/LiuHWZSYYS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangW21,
  author       = {Jing Zhang and
                  Xindong Wu},
  title        = {Multi-Label Truth Inference for Crowdsourcing Using Mixture Models},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {33},
  number       = {5},
  pages        = {2083--2095},
  year         = {2021},
  url          = {https://doi.org/10.1109/TKDE.2019.2951668},
  doi          = {10.1109/TKDE.2019.2951668},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangW21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LeiZ21,
  author       = {Yu Lei and
                  Jing Zhang},
  editor       = {Gianluca Demartini and
                  Guido Zuccon and
                  J. Shane Culpepper and
                  Zi Huang and
                  Hanghang Tong},
  title        = {Capsule Graph Neural Networks with {EM} Routing},
  booktitle    = {{CIKM} '21: The 30th {ACM} International Conference on Information
                  and Knowledge Management, Virtual Event, Queensland, Australia, November
                  1 - 5, 2021},
  pages        = {3191--3195},
  publisher    = {{ACM}},
  year         = {2021},
  url          = {https://doi.org/10.1145/3459637.3482069},
  doi          = {10.1145/3459637.3482069},
  timestamp    = {Tue, 16 Aug 2022 23:04:38 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/LeiZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/WangSCZ21,
  author       = {Qingren Wang and
                  Liang Sun and
                  Jie Cui and
                  Jing Zhang},
  title        = {SA{\_}3AM: {A} Novel Sentiment Analysis Approach Integrating Three-Level
                  Attention Mechanism},
  booktitle    = {2021 {IEEE} 23rd Int Conf on High Performance Computing {\&} Communications;
                  7th Int Conf on Data Science {\&} Systems; 19th Int Conf on Smart
                  City; 7th Int Conf on Dependability in Sensor, Cloud {\&} Big
                  Data Systems {\&} Application (HPCC/DSS/SmartCity/DependSys),
                  Haikou, Hainan, China, December 20-22, 2021},
  pages        = {1769--1776},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00260},
  doi          = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS53884.2021.00260},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpcc/WangSCZ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hpcc/YinZLZQ21,
  author       = {Yujie Yin and
                  Feng Zhang and
                  Yun Li and
                  Jing Zhang and
                  Jipeng Qiang},
  title        = {Personalized English Lexical Simplification for Chinese},
  booktitle    = {2021 {IEEE} 23rd Int Conf on High Performance Computing {\&} Communications;
                  7th Int Conf on Data Science {\&} Systems; 19th Int Conf on Smart
                  City; 7th Int Conf on Dependability in Sensor, Cloud {\&} Big
                  Data Systems {\&} Application (HPCC/DSS/SmartCity/DependSys),
                  Haikou, Hainan, China, December 20-22, 2021},
  pages        = {1777--1782},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00261},
  doi          = {10.1109/HPCC-DSS-SMARTCITY-DEPENDSYS53884.2021.00261},
  timestamp    = {Thu, 13 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/hpcc/YinZLZQ21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhouS0LH21,
  author       = {Cangqi Zhou and
                  Jinling Shang and
                  Jing Zhang and
                  Qianmu Li and
                  Dianming Hu},
  editor       = {James Bailey and
                  Pauli Miettinen and
                  Yun Sing Koh and
                  Dacheng Tao and
                  Xindong Wu},
  title        = {Topic-Attentive Encoder-Decoder with Pre-Trained Language Model for
                  Keyphrase Generation},
  booktitle    = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
                  New Zealand, December 7-10, 2021},
  pages        = {1529--1534},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/ICDM51629.2021.00200},
  doi          = {10.1109/ICDM51629.2021.00200},
  timestamp    = {Mon, 31 Jan 2022 08:58:55 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/ZhouS0LH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ChenZZL21,
  author       = {Hui Chen and
                  Cangqi Zhou and
                  Jing Zhang and
                  Qianmu Li},
  title        = {Heterogeneous Graph Embedding Based on Edge-aware Neighborhood Convolution},
  booktitle    = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
                  China, July 18-22, 2021},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2021},
  url          = {https://doi.org/10.1109/IJCNN52387.2021.9534203},
  doi          = {10.1109/IJCNN52387.2021.9534203},
  timestamp    = {Wed, 29 Sep 2021 17:00:55 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcnn/ChenZZL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-09039,
  author       = {Yu Lei and
                  Jing Zhang},
  title        = {Capsule Graph Neural Networks with {EM} Routing},
  journal      = {CoRR},
  volume       = {abs/2110.09039},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.09039},
  eprinttype    = {arXiv},
  eprint       = {2110.09039},
  timestamp    = {Tue, 21 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-09039.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/PanCLLZ20,
  author       = {Jianhan Pan and
                  Teng Cui and
                  Thuc Duy Le and
                  Xiaomei Li and
                  Jing Zhang},
  title        = {Multi-Group Transfer Learning on Multiple Latent Spaces for Text Classification},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {64120--64130},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.2984571},
  doi          = {10.1109/ACCESS.2020.2984571},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/PanCLLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhouBZLZ20,
  author       = {Cangqi Zhou and
                  Hao Ban and
                  Jing Zhang and
                  Qianmu Li and
                  Yinghua Zhang},
  title        = {Gaussian Mixture Variational Autoencoder for Semi-Supervised Topic
                  Modeling},
  journal      = {{IEEE} Access},
  volume       = {8},
  pages        = {106843--106854},
  year         = {2020},
  url          = {https://doi.org/10.1109/ACCESS.2020.3001184},
  doi          = {10.1109/ACCESS.2020.3001184},
  timestamp    = {Tue, 30 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/ZhouBZLZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/compsec/AhvanooeyLZAZ20,
  author       = {Milad Taleby Ahvanooey and
                  Qianmu Li and
                  Mark Xuefang Zhu and
                  Mamoun Alazab and
                  Jing Zhang},
  title        = {ANiTW: {A} Novel Intelligent Text Watermarking technique for forensic
                  identification of spurious information on social media},
  journal      = {Comput. Secur.},
  volume       = {90},
  pages        = {101702},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.cose.2019.101702},
  doi          = {10.1016/J.COSE.2019.101702},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/compsec/AhvanooeyLZAZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/concurrency/MengLZLD20,
  author       = {Shunmei Meng and
                  Qianmu Li and
                  Jing Zhang and
                  Wenmin Lin and
                  Wanchun Dou},
  title        = {Temporal-aware and sparsity-tolerant hybrid collaborative recommendation
                  method with privacy preservation},
  journal      = {Concurr. Comput. Pract. Exp.},
  volume       = {32},
  number       = {2},
  year         = {2020},
  url          = {https://doi.org/10.1002/cpe.5447},
  doi          = {10.1002/CPE.5447},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/concurrency/MengLZLD20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ejwcn/WuYLZFCS20,
  author       = {Ming Wu and
                  XiaoChun Yin and
                  Qianmu Li and
                  Jing Zhang and
                  Xinqi Feng and
                  Qi Cao and
                  Haiyuan Shen},
  title        = {Learning deep networks with crowdsourcing for relevance evaluation},
  journal      = {{EURASIP} J. Wirel. Commun. Netw.},
  volume       = {2020},
  number       = {1},
  pages        = {82},
  year         = {2020},
  url          = {https://doi.org/10.1186/s13638-020-01697-2},
  doi          = {10.1186/S13638-020-01697-2},
  timestamp    = {Mon, 14 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ejwcn/WuYLZFCS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LiSZS20,
  author       = {Qianmu Li and
                  Yanjun Song and
                  Jing Zhang and
                  Victor S. Sheng},
  title        = {Multiclass imbalanced learning with one-versus-one decomposition and
                  spectral clustering},
  journal      = {Expert Syst. Appl.},
  volume       = {147},
  pages        = {113152},
  year         = {2020},
  url          = {https://doi.org/10.1016/j.eswa.2019.113152},
  doi          = {10.1016/J.ESWA.2019.113152},
  timestamp    = {Thu, 19 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/eswa/LiSZS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0015WMS20,
  author       = {Jing Zhang and
                  Huihui Wang and
                  Shunmei Meng and
                  Victor S. Sheng},
  title        = {Interactive Learning with Proactive Cognition Enhancement for Crowd
                  Workers},
  booktitle    = {The Thirty-Fourth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2020, The Thirty-Second Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2020, The Tenth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2020, New York, NY, USA,
                  February 7-12, 2020},
  pages        = {540--547},
  publisher    = {{AAAI} Press},
  year         = {2020},
  url          = {https://doi.org/10.1609/aaai.v34i01.5392},
  doi          = {10.1609/AAAI.V34I01.5392},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/0015WMS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icbk/PengZZX20,
  author       = {Yanhui Peng and
                  Jing Zhang and
                  Cangqi Zhou and
                  Jian Xu},
  editor       = {Enhong Chen and
                  Grigoris Antoniou},
  title        = {Embedding-Based Entity Alignment Using Relation Structural Similarity},
  booktitle    = {2020 {IEEE} International Conference on Knowledge Graph, {ICKG} 2020,
                  Online, August 9-11, 2020},
  pages        = {123--130},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICBK50248.2020.00027},
  doi          = {10.1109/ICBK50248.2020.00027},
  timestamp    = {Mon, 31 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icbk/PengZZX20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/PengZ20,
  author       = {Yanhui Peng and
                  Jing Zhang},
  editor       = {Claudia Plant and
                  Haixun Wang and
                  Alfredo Cuzzocrea and
                  Carlo Zaniolo and
                  Xindong Wu},
  title        = {LineaRE: Simple but Powerful Knowledge Graph Embedding for Link Prediction},
  booktitle    = {20th {IEEE} International Conference on Data Mining, {ICDM} 2020,
                  Sorrento, Italy, November 17-20, 2020},
  pages        = {422--431},
  publisher    = {{IEEE}},
  year         = {2020},
  url          = {https://doi.org/10.1109/ICDM50108.2020.00051},
  doi          = {10.1109/ICDM50108.2020.00051},
  timestamp    = {Mon, 15 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/PengZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmlc2/DongZZ20,
  author       = {Huailong Dong and
                  Bowen Zhu and
                  Jing Zhang},
  title        = {A Cost-sensitive Active Learning for Imbalance Data with Uncertainty
                  and Diversity Combination},
  booktitle    = {{ICMLC} 2020: 2020 12th International Conference on Machine Learning
                  and Computing, Shenzhen, China, February 15-17, 2020},
  pages        = {218--224},
  publisher    = {{ACM}},
  year         = {2020},
  url          = {https://doi.org/10.1145/3383972.3384002},
  doi          = {10.1145/3383972.3384002},
  timestamp    = {Mon, 15 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icmlc2/DongZZ20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiMZWZAA19,
  author       = {Qianmu Li and
                  Shunmei Meng and
                  Sainan Zhang and
                  Ming Wu and
                  Jing Zhang and
                  Milad Taleby Ahvanooey and
                  Muhammad Shamrooz Aslam},
  title        = {Safety Risk Monitoring of Cyber-Physical Power Systems Based on Ensemble
                  Learning Algorithm},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {24788--24805},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2896129},
  doi          = {10.1109/ACCESS.2019.2896129},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/LiMZWZAA19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiMW0H19,
  author       = {Qianmu Li and
                  Shunmei Meng and
                  Shuo Wang and
                  Jing Zhang and
                  Jun Hou},
  title        = {{CAD:} Command-Level Anomaly Detection for Vehicle-Road Collaborative
                  Charging Network},
  journal      = {{IEEE} Access},
  volume       = {7},
  pages        = {34910--34924},
  year         = {2019},
  url          = {https://doi.org/10.1109/ACCESS.2019.2904047},
  doi          = {10.1109/ACCESS.2019.2904047},
  timestamp    = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/LiMW0H19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/MengLWHZL19,
  author       = {Shunmei Meng and
                  Qianmu Li and
                  Taoran Wu and
                  Weijia Huang and
                  Jing Zhang and
                  Weimin Li},
  title        = {A fault-tolerant dynamic scheduling method on hierarchical mobile
                  edge cloud computing},
  journal      = {Comput. Intell.},
  volume       = {35},
  number       = {3},
  pages        = {599--609},
  year         = {2019},
  url          = {https://doi.org/10.1111/coin.12225},
  doi          = {10.1111/COIN.12225},
  timestamp    = {Sun, 15 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ci/MengLWHZL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ShengZGW19,
  author       = {Victor S. Sheng and
                  Jing Zhang and
                  Bin Gu and
                  Xindong Wu},
  title        = {Majority Voting and Pairing with Multiple Noisy Labeling},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {31},
  number       = {7},
  pages        = {1355--1368},
  year         = {2019},
  url          = {https://doi.org/10.1109/TKDE.2017.2659740},
  doi          = {10.1109/TKDE.2017.2659740},
  timestamp    = {Wed, 01 Dec 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/ShengZGW19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangWS19,
  author       = {Jing Zhang and
                  Ming Wu and
                  Victor S. Sheng},
  title        = {Ensemble Learning from Crowds},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {31},
  number       = {8},
  pages        = {1506--1519},
  year         = {2019},
  url          = {https://doi.org/10.1109/TKDE.2018.2860992},
  doi          = {10.1109/TKDE.2018.2860992},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangWS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/0015S019,
  author       = {Jing Zhang and
                  Victor S. Sheng and
                  Jian Wu},
  title        = {Crowdsourced Label Aggregation Using Bilayer Collaborative Clustering},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {30},
  number       = {10},
  pages        = {3172--3185},
  year         = {2019},
  url          = {https://doi.org/10.1109/TNNLS.2018.2890148},
  doi          = {10.1109/TNNLS.2018.2890148},
  timestamp    = {Sat, 30 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/0015S019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/Sheng019,
  author       = {Victor S. Sheng and
                  Jing Zhang},
  title        = {Machine Learning with Crowdsourcing: {A} Brief Summary of the Past
                  Research and Future Directions},
  booktitle    = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2019, The Thirty-First Innovative Applications of Artificial Intelligence
                  Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
                  Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
                  USA, January 27 - February 1, 2019},
  pages        = {9837--9843},
  publisher    = {{AAAI} Press},
  year         = {2019},
  url          = {https://doi.org/10.1609/aaai.v33i01.33019837},
  doi          = {10.1609/AAAI.V33I01.33019837},
  timestamp    = {Mon, 04 Sep 2023 12:29:24 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/Sheng019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataservice/DongLH0L19,
  author       = {Xiao Dong and
                  Qianmu Li and
                  Jun Hou and
                  Jing Zhang and
                  Yaozong Liu},
  title        = {Security Risk Control of Water Power Generation Industrial Control
                  Network Based on Attack and Defense Map},
  booktitle    = {{IEEE} Fifth International Conference on Big Data Computing Service
                  and Applications, BigDataService 2019, Newark, CA, USA, April 4-9,
                  2019},
  pages        = {232--236},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/BigDataService.2019.00040},
  doi          = {10.1109/BIGDATASERVICE.2019.00040},
  timestamp    = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataservice/DongLH0L19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangMQ019,
  author       = {Huihui Wang and
                  Shunmei Meng and
                  Yiming Qiao and
                  Jing Zhang},
  editor       = {Jianyong Wang and
                  Kyuseok Shim and
                  Xindong Wu},
  title        = {Fast Classification Algorithms via Distributed Accelerated Alternating
                  Direction Method of Multipliers},
  booktitle    = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
                  Beijing, China, November 8-11, 2019},
  pages        = {1354--1359},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICDM.2019.00173},
  doi          = {10.1109/ICDM.2019.00173},
  timestamp    = {Tue, 21 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icdm/WangMQ019.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscide/ZhuDZ19,
  author       = {Bowen Zhu and
                  Huailong Dong and
                  Jing Zhang},
  editor       = {Zhen Cui and
                  Jinshan Pan and
                  Shanshan Zhang and
                  Liang Xiao and
                  Jian Yang},
  title        = {Car Sales Prediction Using Gated Recurrent Units Neural Networks with
                  Reinforcement Learning},
  booktitle    = {Intelligence Science and Big Data Engineering. Big Data and Machine
                  Learning - 9th International Conference, IScIDE 2019, Nanjing, China,
                  October 17-20, 2019, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11936},
  pages        = {312--324},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-36204-1\_26},
  doi          = {10.1007/978-3-030-36204-1\_26},
  timestamp    = {Mon, 15 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iscide/ZhuDZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wise/GaoZZ19,
  author       = {Kaisheng Gao and
                  Jing Zhang and
                  Cangqi Zhou},
  editor       = {Reynold Cheng and
                  Nikos Mamoulis and
                  Yizhou Sun and
                  Xin Huang},
  title        = {Semi-supervised Graph Embedding for Multi-label Graph Node Classification},
  booktitle    = {Web Information Systems Engineering - {WISE} 2019 - 20th International
                  Conference, Hong Kong, China, November 26-30, 2019, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {11881},
  pages        = {555--567},
  publisher    = {Springer},
  year         = {2019},
  url          = {https://doi.org/10.1007/978-3-030-34223-4\_35},
  doi          = {10.1007/978-3-030-34223-4\_35},
  timestamp    = {Sun, 02 Oct 2022 16:17:39 +0200},
  biburl       = {https://dblp.org/rec/conf/wise/GaoZZ19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-05743,
  author       = {Kaisheng Gao and
                  Jing Zhang and
                  Cangqi Zhou},
  title        = {Semi-Supervised Graph Embedding for Multi-Label Graph Node Classification},
  journal      = {CoRR},
  volume       = {abs/1907.05743},
  year         = {2019},
  url          = {http://arxiv.org/abs/1907.05743},
  eprinttype    = {arXiv},
  eprint       = {1907.05743},
  timestamp    = {Mon, 31 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1907-05743.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/AhvanooeyLHMZ18,
  author       = {Milad Taleby Ahvanooey and
                  Qianmu Li and
                  Jun Hou and
                  Hassan Dana Mazraeh and
                  Jing Zhang},
  title        = {AITSteg: An Innovative Text Steganography Technique for Hidden Transmission
                  of Text Message via Social Media},
  journal      = {{IEEE} Access},
  volume       = {6},
  pages        = {65981--65995},
  year         = {2018},
  url          = {https://doi.org/10.1109/ACCESS.2018.2866063},
  doi          = {10.1109/ACCESS.2018.2866063},
  timestamp    = {Tue, 17 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/access/AhvanooeyLHMZ18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/ZhangCXLL18,
  author       = {Jing Zhang and
                  Shicheng Cui and
                  Yan Xu and
                  Qianmu Li and
                  Tao Li},
  title        = {A novel data-driven stock price trend prediction system},
  journal      = {Expert Syst. Appl.},
  volume       = {97},
  pages        = {60--69},
  year         = {2018},
  url          = {https://doi.org/10.1016/j.eswa.2017.12.026},
  doi          = {10.1016/J.ESWA.2017.12.026},
  timestamp    = {Fri, 05 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/ZhangCXLL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/ZhangSLW18,
  author       = {Jing Zhang and
                  Victor S. Sheng and
                  Tao Li and
                  Xindong Wu},
  title        = {Improving Crowdsourced Label Quality Using Noise Correction},
  journal      = {{IEEE} Trans. Neural Networks Learn. Syst.},
  volume       = {29},
  number       = {5},
  pages        = {1675--1688},
  year         = {2018},
  url          = {https://doi.org/10.1109/TNNLS.2017.2677468},
  doi          = {10.1109/TNNLS.2017.2677468},
  timestamp    = {Mon, 18 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tnn/ZhangSLW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccsec/SongZYL18,
  author       = {Yanjun Song and
                  Jing Zhang and
                  Han Yan and
                  Qianmu Li},
  editor       = {Xingming Sun and
                  Zhaoqing Pan and
                  Elisa Bertino},
  title        = {Multi-class Imbalanced Learning with One-Versus-One Decomposition:
                  An Empirical Study},
  booktitle    = {Cloud Computing and Security - 4th International Conference, {ICCCS}
                  2018, Haikou, China, June 8-10, 2018, Revised Selected Papers, Part
                  {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11065},
  pages        = {617--628},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00012-7\_56},
  doi          = {10.1007/978-3-030-00012-7\_56},
  timestamp    = {Tue, 14 May 2019 10:00:53 +0200},
  biburl       = {https://dblp.org/rec/conf/icccsec/SongZYL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangW18,
  author       = {Jing Zhang and
                  Xindong Wu},
  editor       = {Yike Guo and
                  Faisal Farooq},
  title        = {Multi-Label Inference for Crowdsourcing},
  booktitle    = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
                  Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
                  August 19-23, 2018},
  pages        = {2738--2747},
  publisher    = {{ACM}},
  year         = {2018},
  url          = {https://doi.org/10.1145/3219819.3219958},
  doi          = {10.1145/3219819.3219958},
  timestamp    = {Tue, 13 Apr 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/kdd/ZhangW18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-cvi/WuYS0ZC17,
  author       = {Jian Wu and
                  Chen Ye and
                  Victor S. Sheng and
                  Jing Zhang and
                  Pengpeng Zhao and
                  Zhiming Cui},
  title        = {Active learning with label correlation exploration for multi-label
                  image classification},
  journal      = {{IET} Comput. Vis.},
  volume       = {11},
  number       = {7},
  pages        = {577--584},
  year         = {2017},
  url          = {https://doi.org/10.1049/iet-cvi.2016.0243},
  doi          = {10.1049/IET-CVI.2016.0243},
  timestamp    = {Tue, 24 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/iet-cvi/WuYS0ZC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/ZhangSLWW17,
  author       = {Jing Zhang and
                  Victor S. Sheng and
                  Qianmu Li and
                  Jian Wu and
                  Xindong Wu},
  title        = {Consensus algorithms for biased labeling in crowdsourcing},
  journal      = {Inf. Sci.},
  volume       = {382-383},
  pages        = {254--273},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.ins.2016.12.026},
  doi          = {10.1016/J.INS.2016.12.026},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/isci/ZhangSLWW17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmm/WuZSZYZC17,
  author       = {Jian Wu and
                  Shiquan Zhao and
                  Victor S. Sheng and
                  Jing Zhang and
                  Chen Ye and
                  Pengpeng Zhao and
                  Zhiming Cui},
  title        = {Weak-Labeled Active Learning With Conditional Label Dependence for
                  Multilabel Image Classification},
  journal      = {{IEEE} Trans. Multim.},
  volume       = {19},
  number       = {6},
  pages        = {1156--1169},
  year         = {2017},
  url          = {https://doi.org/10.1109/TMM.2017.2652065},
  doi          = {10.1109/TMM.2017.2652065},
  timestamp    = {Thu, 01 Oct 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tmm/WuZSZYZC17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iske/WuLZCLQ17,
  author       = {Ming Wu and
                  Qianmu Li and
                  Jing Zhang and
                  Shicheng Cui and
                  Deqiang Li and
                  Yong Qi},
  editor       = {Tianrui Li and
                  Luis Mart{\'{\i}}nez{-}L{\'{o}}pez and
                  Yun Li},
  title        = {A robust inference algorithm for crowd sourced categorization},
  booktitle    = {12th International Conference on Intelligent Systems and Knowledge
                  Engineering, {ISKE} 2017, Nanjing, China, November 24-26, 2017},
  pages        = {1--6},
  publisher    = {{IEEE}},
  year         = {2017},
  url          = {https://doi.org/10.1109/ISKE.2017.8258809},
  doi          = {10.1109/ISKE.2017.8258809},
  timestamp    = {Fri, 16 Sep 2022 08:16:50 +0200},
  biburl       = {https://dblp.org/rec/conf/iske/WuLZCLQ17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangSL17,
  author       = {Jing Zhang and
                  Victor S. Sheng and
                  Tao Li},
  editor       = {Noriko Kando and
                  Tetsuya Sakai and
                  Hideo Joho and
                  Hang Li and
                  Arjen P. de Vries and
                  Ryen W. White},
  title        = {Label Aggregation for Crowdsourcing with Bi-Layer Clustering},
  booktitle    = {Proceedings of the 40th International {ACM} {SIGIR} Conference on
                  Research and Development in Information Retrieval, Shinjuku, Tokyo,
                  Japan, August 7-11, 2017},
  pages        = {921--924},
  publisher    = {{ACM}},
  year         = {2017},
  url          = {https://doi.org/10.1145/3077136.3080679},
  doi          = {10.1145/3077136.3080679},
  timestamp    = {Thu, 25 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/sigir/ZhangSL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/ZhangWS16,
  author       = {Jing Zhang and
                  Xindong Wu and
                  Victor S. Sheng},
  title        = {Learning from crowdsourced labeled data: a survey},
  journal      = {Artif. Intell. Rev.},
  volume       = {46},
  number       = {4},
  pages        = {543--576},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10462-016-9491-9},
  doi          = {10.1007/S10462-016-9491-9},
  timestamp    = {Mon, 07 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/air/ZhangWS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/NicholsonSZ16,
  author       = {Bryce Nicholson and
                  Victor S. Sheng and
                  Jing Zhang},
  title        = {Label noise correction and application in crowdsourcing},
  journal      = {Expert Syst. Appl.},
  volume       = {66},
  pages        = {149--162},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.eswa.2016.09.003},
  doi          = {10.1016/J.ESWA.2016.09.003},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/eswa/NicholsonSZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/grid/ZhangLZ16,
  author       = {Jing Zhang and
                  Qianmu Li and
                  Wei Zhou},
  title        = {HDCache: {A} Distributed Cache System for Real-Time Cloud Services},
  journal      = {J. Grid Comput.},
  volume       = {14},
  number       = {3},
  pages        = {407--428},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10723-015-9360-9},
  doi          = {10.1007/S10723-015-9360-9},
  timestamp    = {Sun, 23 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/grid/ZhangLZ16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangSWW16,
  author       = {Jing Zhang and
                  Victor S. Sheng and
                  Jian Wu and
                  Xindong Wu},
  title        = {Multi-Class Ground Truth Inference in Crowdsourcing with Clustering},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {28},
  number       = {4},
  pages        = {1080--1085},
  year         = {2016},
  url          = {https://doi.org/10.1109/TKDE.2015.2504974},
  doi          = {10.1109/TKDE.2015.2504974},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangSWW16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsc/XuZL16,
  author       = {Xiaoqiang Xu and
                  Jing Zhang and
                  Qianmu Li},
  title        = {Equalized Interval Centroid Based Watermarking Scheme for Stepping
                  Stone Traceback},
  booktitle    = {{IEEE} First International Conference on Data Science in Cyberspace,
                  {DSC} 2016, Changsha, China, June 13-16, 2016},
  pages        = {109--117},
  publisher    = {{IEEE} Computer Society},
  year         = {2016},
  url          = {https://doi.org/10.1109/DSC.2016.10},
  doi          = {10.1109/DSC.2016.10},
  timestamp    = {Thu, 23 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/dsc/XuZL16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ZhangSNW15,
  author       = {Jing Zhang and
                  Victor S. Sheng and
                  Bryce Nicholson and
                  Xindong Wu},
  title        = {{CEKA:} a tool for mining the wisdom of crowds},
  journal      = {J. Mach. Learn. Res.},
  volume       = {16},
  pages        = {2853--2858},
  year         = {2015},
  url          = {https://dl.acm.org/doi/10.5555/2789272.2912090},
  doi          = {10.5555/2789272.2912090},
  timestamp    = {Thu, 02 Jun 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jmlr/ZhangSNW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jsjkx/LiuL0L18,
  author       = {Biao Liu and
                  Shaohua Lan and
                  Jing Zhang and
                  Guangjie Liu},
  title        = {{\unicode{19968}}{\unicode{31181}}{\unicode{22522}}{\unicode{20110}}{\unicode{36882}}{\unicode{24402}}{\unicode{22270}}{\unicode{30340}}{\unicode{32593}}{\unicode{32476}}{\unicode{26102}}{\unicode{38388}}{\unicode{38544}}{\unicode{34109}}{\unicode{20449}}{\unicode{36947}}{\unicode{26816}}{\unicode{27979}}{\unicode{26041}}{\unicode{27861}}
                  (Approach Based on Recurrence Plot to Detect Covert Timing Channels)},
  journal      = {{\unicode{35745}}{\unicode{31639}}{\unicode{26426}}{\unicode{31185}}{\unicode{23398}}},
  volume       = {42},
  number       = {2},
  pages        = {114--117},
  year         = {2015},
  url          = {https://doi.org/10.11896/j.issn.1002-137X.2015.02.024},
  doi          = {10.11896/J.ISSN.1002-137X.2015.02.024},
  timestamp    = {Mon, 27 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jsjkx/LiuL0L18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/ZhangWS15,
  author       = {Jing Zhang and
                  Xindong Wu and
                  Victor S. Sheng},
  title        = {Active Learning With Imbalanced Multiple Noisy Labeling},
  journal      = {{IEEE} Trans. Cybern.},
  volume       = {45},
  number       = {5},
  pages        = {1081--1093},
  year         = {2015},
  url          = {https://doi.org/10.1109/TCYB.2014.2344674},
  doi          = {10.1109/TCYB.2014.2344674},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/tcyb/ZhangWS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangWS15,
  author       = {Jing Zhang and
                  Xindong Wu and
                  Victor S. Sheng},
  title        = {Imbalanced Multiple Noisy Labeling},
  journal      = {{IEEE} Trans. Knowl. Data Eng.},
  volume       = {27},
  number       = {2},
  pages        = {489--503},
  year         = {2015},
  url          = {https://doi.org/10.1109/TKDE.2014.2327039},
  doi          = {10.1109/TKDE.2014.2327039},
  timestamp    = {Mon, 07 Jan 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tkde/ZhangWS15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/ZhangSWFW15,
  author       = {Jing Zhang and
                  Victor S. Sheng and
                  Jian Wu and
                  Xiaoqin Fu and
                  Xindong Wu},
  editor       = {James Bailey and
                  Alistair Moffat and
                  Charu C. Aggarwal and
                  Maarten de Rijke and
                  Ravi Kumar and
                  Vanessa Murdock and
                  Timos K. Sellis and
                  Jeffrey Xu Yu},
  title        = {Improving Label Quality in Crowdsourcing Using Noise Correction},
  booktitle    = {Proceedings of the 24th {ACM} International Conference on Information
                  and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
                  October 19 - 23, 2015},
  pages        = {1931--1934},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2806416.2806627},
  doi          = {10.1145/2806416.2806627},
  timestamp    = {Mon, 26 Apr 2021 09:27:03 +0200},
  biburl       = {https://dblp.org/rec/conf/cikm/ZhangSWFW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/NicholsonZSW15,
  author       = {Bryce Nicholson and
                  Jing Zhang and
                  Victor S. Sheng and
                  Zhiheng Wang},
  title        = {Label noise correction methods},
  booktitle    = {2015 {IEEE} International Conference on Data Science and Advanced
                  Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
                  19-21, 2015},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/DSAA.2015.7344791},
  doi          = {10.1109/DSAA.2015.7344791},
  timestamp    = {Wed, 16 Oct 2019 14:14:55 +0200},
  biburl       = {https://dblp.org/rec/conf/dsaa/NicholsonZSW15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/NicholsonSZ15,
  author       = {Bryce Nicholson and
                  Victor S. Sheng and
                  Jing Zhang},
  title        = {Noise correction of image labeling in crowdsourcing},
  booktitle    = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
                  Quebec City, QC, Canada, September 27-30, 2015},
  pages        = {1458--1462},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICIP.2015.7351042},
  doi          = {10.1109/ICIP.2015.7351042},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/NicholsonSZ15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ShuSZWZC15,
  author       = {Zhenyu Shu and
                  Victor S. Sheng and
                  Yang Zhang and
                  Dianhong Wang and
                  Jing Zhang and
                  Heng Chen},
  editor       = {Tao Li and
                  Lukasz A. Kurgan and
                  Vasile Palade and
                  Randy Goebel and
                  Andreas Holzinger and
                  Karin Verspoor and
                  M. Arif Wani},
  title        = {Integrating Active Learning with Supervision for Crowdsourcing Generalization},
  booktitle    = {14th {IEEE} International Conference on Machine Learning and Applications,
                  {ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
  pages        = {232--237},
  publisher    = {{IEEE}},
  year         = {2015},
  url          = {https://doi.org/10.1109/ICMLA.2015.13},
  doi          = {10.1109/ICMLA.2015.13},
  timestamp    = {Thu, 23 Feb 2023 11:36:05 +0100},
  biburl       = {https://dblp.org/rec/conf/icmla/ShuSZWZC15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/micai/NicholsonSZWX15,
  author       = {Bryce Nicholson and
                  Victor S. Sheng and
                  Jing Zhang and
                  Zhiheng Wang and
                  Xuefeng Xian},
  editor       = {Grigori Sidorov and
                  Sof{\'{\i}}a N. Galicia{-}Haro},
  title        = {Improving Label Accuracy by Filtering Low-Quality Workers in Crowdsourcing},
  booktitle    = {Advances in Artificial Intelligence and Soft Computing - 14th Mexican
                  International Conference on Artificial Intelligence, {MICAI} 2015,
                  Cuernavaca, Morelos, Mexico, October 25-31, 2015, Proceedings, Part
                  {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9413},
  pages        = {547--559},
  publisher    = {Springer},
  year         = {2015},
  url          = {https://doi.org/10.1007/978-3-319-27060-9\_45},
  doi          = {10.1007/978-3-319-27060-9\_45},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/micai/NicholsonSZWX15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/WuSZZC14,
  author       = {Jian Wu and
                  Victor S. Sheng and
                  Jing Zhang and
                  Pengpeng Zhao and
                  Zhiming Cui},
  title        = {Multi-label active learning for image classification},
  booktitle    = {2014 {IEEE} International Conference on Image Processing, {ICIP} 2014,
                  Paris, France, October 27-30, 2014},
  pages        = {5227--5231},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICIP.2014.7026058},
  doi          = {10.1109/ICIP.2014.7026058},
  timestamp    = {Wed, 16 Oct 2019 14:14:52 +0200},
  biburl       = {https://dblp.org/rec/conf/icip/WuSZZC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcp/ZhangWHLH13,
  author       = {Jing Zhang and
                  Gong{-}Qing Wu and
                  Xuegang Hu and
                  Shiying Li and
                  Shuilong Hao},
  title        = {A Parallel Clustering Algorithm with {MPI} - MKmeans},
  journal      = {J. Comput.},
  volume       = {8},
  number       = {1},
  pages        = {10--17},
  year         = {2013},
  url          = {http://www.jcomputers.us/index.php?m=content\&\#38;c=index\&\#38;a=show\&\#38;catid=50\&\#38;id=474},
  doi          = {10.4304/JCP.8.1.10-17},
  timestamp    = {Tue, 18 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jcp/ZhangWHLH13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangWS13,
  author       = {Jing Zhang and
                  Xindong Wu and
                  Victor Shengli Sheng},
  editor       = {Marie desJardins and
                  Michael L. Littman},
  title        = {Imbalanced Multiple Noisy Labeling for Supervised Learning},
  booktitle    = {Proceedings of the Twenty-Seventh {AAAI} Conference on Artificial
                  Intelligence, July 14-18, 2013, Bellevue, Washington, {USA}},
  pages        = {1651--1652},
  publisher    = {{AAAI} Press},
  year         = {2013},
  url          = {https://doi.org/10.1609/aaai.v27i1.8530},
  doi          = {10.1609/AAAI.V27I1.8530},
  timestamp    = {Mon, 04 Sep 2023 15:56:33 +0200},
  biburl       = {https://dblp.org/rec/conf/aaai/ZhangWS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/asunam/ZhangWS13,
  author       = {Jing Zhang and
                  Xindong Wu and
                  Victor S. Sheng},
  editor       = {Jon G. Rokne and
                  Christos Faloutsos},
  title        = {A threshold method for imbalanced multiple noisy labeling},
  booktitle    = {Advances in Social Networks Analysis and Mining 2013, {ASONAM} '13,
                  Niagara, ON, Canada - August 25 - 29, 2013},
  pages        = {61--65},
  publisher    = {{ACM}},
  year         = {2013},
  url          = {https://doi.org/10.1145/2492517.2492640},
  doi          = {10.1145/2492517.2492640},
  timestamp    = {Thu, 11 Mar 2021 17:04:51 +0100},
  biburl       = {https://dblp.org/rec/conf/asunam/ZhangWS13.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grid/ZhangWHW12,
  author       = {Jing Zhang and
                  Gong{-}Qing Wu and
                  Xuegang Hu and
                  Xindong Wu},
  title        = {A Distributed Cache for Hadoop Distributed File System in Real-Time
                  Cloud Services},
  booktitle    = {13th {ACM/IEEE} International Conference on Grid Computing, {GRID}
                  2012, Beijing, China, September 20-23, 2012},
  pages        = {12--21},
  publisher    = {{IEEE} Computer Society},
  year         = {2012},
  url          = {https://doi.org/10.1109/Grid.2012.17},
  doi          = {10.1109/GRID.2012.17},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/grid/ZhangWHW12.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hicss/LiWHZLW11,
  author       = {Hai{-}Guang Li and
                  Gong{-}Qing Wu and
                  Xuegang Hu and
                  Jing Zhang and
                  Lian Li and
                  Xindong Wu},
  title        = {K-Means Clustering with Bagging and MapReduce},
  booktitle    = {44th Hawaii International International Conference on Systems Science
                  {(HICSS-44} 2011), Proceedings, 4-7 January 2011, Koloa, Kauai, HI,
                  {USA}},
  pages        = {1--8},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/HICSS.2011.265},
  doi          = {10.1109/HICSS.2011.265},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/hicss/LiWHZLW11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/paap/ZhangWHLH11,
  author       = {Jing Zhang and
                  Gong{-}Qing Wu and
                  Xuegang Hu and
                  Shiying Li and
                  Shuilong Hao},
  editor       = {Jigang Wu and
                  Guozhi Song and
                  Hong Shen and
                  Guoliang Chen},
  title        = {A Parallel K-Means Clustering Algorithm with {MPI}},
  booktitle    = {Fourth International Symposium on Parallel Architectures, Algorithms
                  and Programming, {PAAP} 2011, Tianjin, China, December 9-11, 2011},
  pages        = {60--64},
  publisher    = {{IEEE} Computer Society},
  year         = {2011},
  url          = {https://doi.org/10.1109/PAAP.2011.17},
  doi          = {10.1109/PAAP.2011.17},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/paap/ZhangWHLH11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chinagrid/ZhangWLHW10,
  author       = {Jing Zhang and
                  Gong{-}Qing Wu and
                  Haiguang Li and
                  Xuegang Hu and
                  Xindong Wu},
  title        = {A 2-Tier Clustering Algorithm with Map-Reduce},
  booktitle    = {Fifth Annual ChinaGrid Conference, ChinaGrid 2010, Guangzhou, China,
                  16-18 July, 2010},
  pages        = {160--166},
  publisher    = {{IEEE} Computer Society},
  year         = {2010},
  url          = {https://doi.org/10.1109/ChinaGrid.2010.14},
  doi          = {10.1109/CHINAGRID.2010.14},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/chinagrid/ZhangWLHW10.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chinagrid/WuLHBZW09,
  author       = {Gong{-}Qing Wu and
                  Hai{-}Guang Li and
                  Xuegang Hu and
                  Yuan{-}Jun Bi and
                  Jing Zhang and
                  Xindong Wu},
  title        = {MReC4.5: {C4.5} Ensemble Classification with MapReduce},
  booktitle    = {Fourth ChinaGrid Annual Conference, ChinaGrid 2009, Yantai, Shandong,
                  China, 21-22 August, 2009},
  pages        = {249--255},
  publisher    = {{IEEE} Computer Society},
  year         = {2009},
  url          = {https://doi.org/10.1109/ChinaGrid.2009.39},
  doi          = {10.1109/CHINAGRID.2009.39},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/chinagrid/WuLHBZW09.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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