Xuegang Hu

Jing Zhang, Gong-Qing Wu, Xuegang Hu, Shiying Li, Shuilong Hao: A Parallel Clustering Algorithm with MPI - MKmeans. JCP 8(1): 10-17 (2013)

Mingquan Ye, Xindong Wu, Xuegang Hu, Donghui Hu: Anonymizing classification data using rough set theory. Knowl.-Based Syst. 43: 82-94 (2013)

Xindong Wu, Pei-Pei Li, Xuegang Hu: Learning from concept drifting data streams with unlabeled data. Neurocomputing 92: 145-155 (2012)

Pei-Pei Li, Xindong Wu, Xuegang Hu: Mining Recurring Concept Drifts with Limited Labeled Streaming Data. ACM TIST 3(2): 29 (2012)

Jing Zhang, Gong-Qing Wu, Xuegang Hu, Xindong Wu: A Distributed Cache for Hadoop Distributed File System in Real-Time Cloud Services. GRID 2012: 12-21

Quan Zhou, Yuhong Zhang, Xuegang Hu: An Ensemble Method Based on Confidence Probability for Multi-domain Sentiment Classification. ICIC (1) 2012: 214-220

Dan Guo, Xiao-Li Hong, Xuegang Hu, Jun Gao, Ying-Ling Liu, Gong-Qing Wu, Xindong Wu: A Bit-Parallel Algorithm for Sequential Pattern Matching with Wildcards. Cybernetics and Systems 42(6): 382-401 (2011)

Hai-Guang Li, Gong-Qing Wu, Xuegang Hu, Jing Zhang, Lian Li, Xindong Wu: K-Means Clustering with Bagging and MapReduce. HICSS 2011: 1-8

Juan Zhang, Xuegang Hu, Yuhong Zhang, Pei-Pei Li: An Efficient Ensemble Method for Classifying Skewed Data Streams. ICIC (3) 2011: 144-151

Jiajia Feng, Fei Xie, Xuegang Hu, Pei-Pei Li, Jie Cao, Xindong Wu: Keyword extraction based on sequential pattern mining. ICIMCS 2011: 34-38

Shiying Li, Gong-Qing Wu, Xuegang Hu: Hierarchical user interest modeling for Chinese web pages. ICIMCS 2011: 164-169

Pei-Pei Li, Xindong Wu, Qianhui Liang, Xuegang Hu, Yuhong Zhang: Random Ensemble Decision Trees for Learning Concept-Drifting Data Streams. PAKDD (1) 2011: 313-325

Pei-Pei Li, Xindong Wu, Xuegang Hu, Qianhui Liang, Yunjun Gao: A Random Decision Tree Ensemble for Mining Concept Drifts from Noisy Data Streams. Applied Artificial Intelligence 24(7): 680-710 (2010)

Xindong Wu, Gong-Qing Wu, Fei Xie, Zhu Zhu, Xuegang Hu, Hao Lu, Huiqian Li: News Filtering and Summarization on the Web. IEEE Intelligent Systems 25(5): 68-76 (2010)

Pei-Pei Li, Xindong Wu, Xuegang Hu: Mining Recurring Concept Drifts with Limited Labeled Streaming Data. Journal of Machine Learning Research - Proceedings Track 13: 241-252 (2010)

Fei Xie, Xindong Wu, Xuegang Hu: Keyphrase extraction based on semantic relatedness. IEEE ICCI 2010: 308-312

Pei-Pei Li, Xindong Wu, Xuegang Hu: Learning from Concept Drifting Data Streams with Unlabeled Data. AAAI 2010

Yuhong Zhang, Xuegang Hu, Yucheng Fang: Logistic Regression for Transductive Transfer Learning from Multiple Sources. ADMA (2) 2010: 175-182

Yan Li, Yuhong Zhang, Xuegang Hu, Pei-Pei Li: A classification algorithm for noisy data streams. FSKD 2010: 2239-2244

Yuhong Zhang, Xuegang Hu, Canhua Mei, Pei-Pei Li: A weighted algorithm of inductive transfer learning based on maximum entropy model. FSKD 2010: 2740-2745

Jiaying He, Pei-Pei Li, Xuegang Hu, Xindong Wu: A New Automatic Categorization Algorithm for Web Services. GrC 2010: 200-205

Qun Zhu, Xuegang Hu, Yuhong Zhang, Pei-Pei Li, Xindong Wu: A Double-Window-Based Classification Algorithm for Concept Drifting Data Streams. GrC 2010: 639-644

Haiping Wang, Fei Xie, Xuegang Hu, Pei-Pei Li, Xindong Wu: Pattern Matching with Flexible Wildcards and Recurring Characters. GrC 2010: 782-786

Fei Xie, Xindong Wu, Xuegang Hu, Jun Gao, Dan Guo, Yulian Fei, Ertian Hua: Sequential Pattern Mining with Wildcards. ICTAI (1) 2010: 241-247

Yongming Huang, Xindong Wu, Xuegang Hu, Fei Xie, Jun Gao, Gong-Qing Wu: Mining Frequent Patterns with Gaps and One-Off Condition. CSE (1) 2009: 180-186

Hai-Guang Li, Gong-Qing Wu, Xuegang Hu, Xindong Wu, Yuan-Jun Bi, Pei-Pei Li: A relation extraction method of Chinese named entities based on location and semantic features. GrC 2009: 334-339

Ying-Ling Liu, Xindong Wu, Xuegang Hu, Jun Gao, Gong-Qing Wu, Haiping Wang, Xiao-Li Hong: Pattern Matching with Wildcards based on Key Character Location. IRI 2009: 167-170

Pei-Pei Li, Xuegang Hu, Qianhui Liang, Yunjun Gao: Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees. MLDM 2009: 236-250

Pei-Pei Li, Qianhui Liang, Xindong Wu, Xuegang Hu: Parameter Estimdation in Semi-Random Decision Tree Ensembling on Streaming Data. PAKDD 2009: 376-388

Xiao-Li Hong, Xindong Wu, Xuegang Hu, Ying-Ling Liu, Jun Gao, Gong-Qing Wu: BPBM: An Algorithm for String Matching with Wildcards and Length Constraints. RSFDGrC 2009: 518-525

Guoyin Wang, Qinghua Zhang, Houkuan Huang, Dongyi Ye, Qinghua Hu, Xuegang Hu, Zhongzhi Shi, Yongli Li, Lin Shang, Liping An, Ying Sai, Shanben Chen, Jiye Liang, Keyun Qin, Huanglin Zeng, Keming Xie, Duoqian Miao, Fan Min, Zhaocong Wu, Weizhi Wu, Jianhua Dai: Research on Rough Set Theory and Applications in China. T. Rough Sets 8: 352-395 (2008)

Pei-Pei Li, Xuegang Hu, Xindong Wu: Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees. ADMA 2008: 733-740

Jing Zhang, Xuegang Hu: The Research on Application of Granular Transform in Classification based on Domain Knowledge. GrC 2008: 789-792

Xinghua Li, Xindong Wu, Xuegang Hu, Fei Xie, Zhaozhong Jiang: Keyword Extraction Based on Lexical Chains and Word Co-occurrence for Chinese News Web Pages. ICDM Workshops 2008: 744-751

Fei Xie, Xindong Wu, Xuegang Hu, Fei-Yue Wang: Keyphrase Extraction from Chinese News Web Pages Based on Semantic Relations. ISI Workshops 2008: 490-495

Zhu Zhu, Gong-Qing Wu, Xindong Wu, Xuegang Hu, Fei-Yue Wang: Automatic Recognition of News Web Pages. ISI Workshops 2008: 496-501

Xuegang Hu, Pei-Pei Li, Xindong Wu, Gong-Qing Wu: A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams. J. Comput. Sci. Technol. 22(5): 711-724 (2007)

Xuegang Hu, Xiang Wei, Dexing Wang, Pei-Pei Li: A Parallel Algorithm to Construct Concept Lattice. FSKD (2) 2007: 119-123

Xuegang Hu, Wei Liu, Dexing Wang, Xindong Wu: Mining Frequent Itemsets Using a Pruned Concept Lattice. FSKD (3) 2007: 606-610

Xuegang Hu, Dongbo Wang, Xindong Wu: Varying Density Spatial Clustering Based on a Hierarchical Tree. MLDM 2007: 188-202

Yusheng Cheng, Yousheng Zhang, Xuegang Hu, Xiaoyao Jiang: Qualitative Simulation and Reasoning with Feature Reduction Based on Boundary Conditional Entropy of Knowledge. PAKDD 2007: 457-464

Xuegang Hu, Junhua Shi, Xindong Wu: A New Algorithm for Attribute Reduction in Decision Tables. RSFDGrC 2007: 37-46

Yusheng Cheng, Yousheng Zhang, Xuegang Hu: The Relationships Between Variable Precision Value and Knowledge Reduction Based on Variable Precision Rough Sets Model. RSKT 2006: 122-128

Xuegang Hu, Haitao Yu: The Research of Sampling for Mining Frequent Itemsets. RSKT 2006: 496-501

Xuegang Hu, Yuhong Zhang, Xinya Wang: The Representation and Resolution of Rough Sets Based on the Extended Concept Lattice. FSKD (1) 2005: 1309-1312