Xindong Wu

Hai-Guang Li, Xindong Wu, Zhao Li, Gong-Qing Wu: A relation extraction method of Chinese named entities based on location and semantic features. Appl. Intell. 38(1): 1-15 (2013)

Xindong Wu, Xingquan Zhu, Yu He, Abdullah N. Arslan: PMBC: Pattern mining from biological sequences with wildcard constraints. Comp. in Bio. and Med. 43(5): 481-492 (2013)

He Jiang, Zhilei Ren, Jifeng Xuan, Xindong Wu: Extracting elite pairwise constraints for clustering. Neurocomputing 99: 124-133 (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, Kui Yu, Wei Ding, Hao Wang, Xingquan Zhu: Online Feature Selection with Streaming Features. IEEE Trans. Pattern Anal. Mach. Intell. 35(5): 1178-1192 (2013)

Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu: Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. IEEE Transactions on Image Processing 22(1): 363-376 (2013)

Xiaofeng Zhu, Zi Huang, Xindong Wu: Multi-View Visual Classification via a Mixed-Norm Regularizer. PAKDD (1) 2013: 520-531

Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang, Ruili Wang: Mining bridging rules between conceptual clusters. Appl. Intell. 36(1): 108-118 (2012)

Kui Yu, Xindong Wu, Wei Ding, Hao Wang: Exploring Causal Relationships with Streaming Features. Comput. J. 55(9): 1103-1117 (2012)

Fan Min, Youxi Wu, Xindong Wu: The Apriori property of sequence pattern mining with wildcard gaps. I. J. Functional Informatics and Personalised Medicine 4(1): 15-31 (2012)

Gabor Melli, Xindong Wu, Paul Beinat, Francesco Bonchi, Longbing Cao, Rong Duan, Christos Faloutsos, Rayid Ghani, Brendan Kitts, Bart Goethals, Geoff J. McLachlan, Jian Pei, Ashok Srivastava, Osmar R. Zaïane: Top-10 Data Mining Case Studies. International Journal of Information Technology and Decision Making 11(2): 389-400 (2012)

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

Tianyi Zhou, Dacheng Tao, Xindong Wu: Compressed labeling on distilled labelsets for multi-label learning. Machine Learning 88(1-2): 69-126 (2012)

Zhong-Qiu Zhao, Hervé Glotin, Zhao Xie, Jun Gao, Xindong Wu: Cooperative Sparse Representation in Two Opposite Directions for Semi-Supervised Image Annotation. IEEE Transactions on Image Processing 21(9): 4218-4231 (2012)

Meng Wang, Hao Li, Dacheng Tao, Ke Lu, Xindong Wu: Multimodal Graph-Based Reranking for Web Image Search. IEEE Transactions on Image Processing 21(11): 4649-4661 (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

Meng Fang, Xingquan Zhu, Bin Li, Wei Ding, Xindong Wu: Self-Taught Active Learning from Crowds. ICDM 2012: 858-863

Hai-Guang Li, Zhao Li, Robert T. White, Xindong Wu: A Real-Time Transportation Prediction System. IEA/AIE 2012: 68-77

Kui Yu, Wei Ding, Dan A. Simovici, Xindong Wu: Mining emerging patterns by streaming feature selection. KDD 2012: 60-68

Yin Song, Longbing Cao, Xindong Wu, Gang Wei, Wu Ye, Wei Ding: Coupled behavior analysis for capturing coupling relationships in group-based market manipulations. KDD 2012: 976-984

Mohammed Javeed Zaki, Arno Siebes, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu (Eds.): 12th IEEE International Conference on Data Mining, ICDM 2012, Brussels, Belgium, December 10-13, 2012. IEEE Computer Society 2012, isbn 978-1-4673-4649-8

Jilles Vreeken, Charles Ling, Mohammed Javeed Zaki, Arno Siebes, Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu (Eds.): 12th IEEE International Conference on Data Mining Workshops, ICDM Workshops, Brussels, Belgium, December 10, 2012. IEEE Computer Society 2012, isbn 978-1-4673-5164-5

He Jiang, Wei Ding, Moonis Ali, Xindong Wu (Eds.): 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. Lecture Notes in Computer Science 7345, Springer 2012, isbn 978-3-642-31086-7

Yongguo Liu, Xindong Wu, Yi-Dong Shen: Automatic clustering using genetic algorithms. Applied Mathematics and Computation 218(4): 1267-1279 (2011)

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)

Dan He, Xingquan Zhu, Xindong Wu: Mining Approximate Repeating Patterns from Sequence Data with Gap Constraints. Computational Intelligence 27(3): 336-362 (2011)

Tianyi Zhou, Dacheng Tao, Xindong Wu: Manifold elastic net: a unified framework for sparse dimension reduction. Data Min. Knowl. Discov. 22(3): 340-371 (2011)

Peng Zhang, Xingquan Zhu, Yong Shi, Li Guo, Xindong Wu: Robust ensemble learning for mining noisy data streams. Decision Support Systems 50(2): 469-479 (2011)

Xingquan Zhu, Bin Li, Xindong Wu, Dan He, Chengqi Zhang: CLAP: Collaborative pattern mining for distributed information systems. Decision Support Systems 52(1): 40-51 (2011)

Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu: Maximizing influence spread in modular social networks by optimal resource allocation. Expert Syst. Appl. 38(10): 13128-13135 (2011)

Yan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bond: Corrective classification: Learning from data imperfections with aggressive and diverse classifier ensembling. Inf. Syst. 36(8): 1135-1157 (2011)

Chunxia Zhang, Cungen Cao, Yuefei Sui, Xindong Wu: A Chinese time ontology for the Semantic Web. Knowl.-Based Syst. 24(7): 1057-1074 (2011)

Bo Yang, Songcan Chen, Xindong Wu: A structurally motivated framework for discriminant analysis. Pattern Anal. Appl. 14(4): 349-367 (2011)

Wei Ding, Tomasz F. Stepinski, Yang Mu, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao, Xindong Wu: Subkilometer crater discovery with boosting and transfer learning. ACM TIST 2(4): 39 (2011)

Qianhui Liang, Xindong Wu, E. K. Park, Taghi M. Khoshgoftaar, Chi-Hung Chi: Ontology-Based Business Process Customization for Composite Web Services. IEEE Transactions on Systems, Man, and Cybernetics, Part A 41(4): 717-729 (2011)

Shichao Zhang, Xindong Wu: Fundamentals of association rules in data mining and knowledge discovery. Wiley Interdisc. Rew.: Data Mining and Knowledge Discovery 1(2): 97-116 (2011)

Xin Chen, Tingting He, Xiaohua Hu, Yuan An, Xindong Wu: Inferring Functional Groups from Microbial Gene Catalogue with Probabilistic Topic Models. BIBM 2011: 3-9

Huawen Liu, Xindong Wu, Shichao Zhang: Feature selection using hierarchical feature clustering. CIKM 2011: 979-984

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

Kui Yu, Xindong Wu, Wei Ding, Hao Wang, Hongliang Yao: Causal Associative Classification. ICDM 2011: 914-923

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

Saeed Abdullah, Xindong Wu: An Epidemic Model for News Spreading on Twitter. ICTAI 2011: 163-169

Xindong Wu, Fei Xie, Gong-Qing Wu, Wei Ding: Personalized News Filtering and Summarization on the Web. ICTAI 2011: 414-421

Zhao Li, Xindong Wu: Weighted Nonnegative Matrix Tri-Factorization for Co-clustering. ICTAI 2011: 811-816

Bin Li, Xingquan Zhu, Ruijiang Li, Chengqi Zhang, Xiangyang Xue, Xindong Wu: Cross-Domain Collaborative Filtering over Time. IJCAI 2011: 2293-2298

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

Tianyu Cao, Xindong Wu, Xiaohua Tony Hu, Song Wang: Active Learning of Model Parameters for Influence Maximization. ECML/PKDD (1) 2011: 280-295

Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu (Eds.): 11th IEEE International Conference on Data Mining, ICDM 2011, Vancouver, BC, Canada, December 11-14, 2011. IEEE 2011, isbn 978-0-7695-4408-3

Myra Spiliopoulou, Haixun Wang, Diane J. Cook, Jian Pei, Wei Wang, Osmar R. Zaïane, Xindong Wu (Eds.): Data Mining Workshops (ICDMW), 2011 IEEE 11th International Conference on, Vancouver, BC, Canada, December 11, 2011. IEEE 2011, isbn 978-0-7695-4409-0

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)

Daniel Duanqing Wu, Xiaohua Hu, E. K. Park, Xiaofeng Wang, Jiali Feng, Xindong Wu: Exploratory analysis of protein translation regulatory networks using hierarchical random graphs. BMC Bioinformatics 11(S-3): 2 (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)

Yan Zhang, Xindong Wu: Integrating induction and deduction for noisy data mining. Inf. Sci. 180(14): 2663-2673 (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)

Keith C. C. Chan, Xindong Wu: Special issue on selected papers from IEEE DMF 2008. Knowl. Inf. Syst. 24(3): 339-340 (2010)

Zhong-Qiu Zhao, Jun-Zhao Li, Jun Gao, Xindong Wu: A Modified Semi-Supervised Learning Algorithm on Laplacian Eigenmaps. Neural Processing Letters 32(1): 75-82 (2010)

Zhao Li, Xindong Wu, Hong Peng: Nonnegative Matrix Factorization on Orthogonal Subspace. Pattern Recognition Letters 31(9): 905-911 (2010)

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

Kui Yu, Xindong Wu, Hao Wang: Online causal discovery. IEEE ICCI 2010: 667-671

Shichao Zhang, Xindong Wu, Manlong Zhu: Efficient missing data imputation for supervised learning. IEEE ICCI 2010: 672-679

Zhao Li, Xindong Wu: A Phrase-Based Method for Hierarchical Clustering of Web Snippets. AAAI 2010

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

Zhong-Qiu Zhao, Jun Gao, Xindong Wu: Semi-supervised Learning by Spectral Mapping with Label Information. AICI (1) 2010: 448-454

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

Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Rui Zhang, James Bailey, Kotagiri Ramamohanarao: Mining distribution change in stock order streams. ICDE 2010: 105-108

Xindong Wu: 10 Years of Data Mining Research: Retrospect and Prospect. ICDM 2010: 7

Yanshan Xiao, Bo Liu, Longbing Cao, Jie Yin, Xindong Wu: SMILE: A Similarity-Based Approach for Multiple Instance Learning. ICDM 2010: 589-598

Tianyi Zhou, Dacheng Tao, Xindong Wu: NESVM: A Fast Gradient Method for Support Vector Machines. ICDM 2010: 679-688

Kui Yu, Xindong Wu, Hao Wang, Wei Ding: Causal Discovery from Streaming Features. ICDM 2010: 1163-1168

Xindong Wu, Kui Yu, Hao Wang, Wei Ding: Online Streaming Feature Selection. ICML 2010: 1159-1166

Youxi Wu, Xindong Wu, He Jiang, Fan Min: A Nettree for Approximate Maximal Pattern Matching with Gaps and One-Off Constraint. ICTAI (2) 2010: 38-41

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

Youxi Wu, Xindong Wu, Fan Min, Yan Li: A Nettree for pattern Matching with flexible wildcard Constraints. IRI 2010: 109-114

Zhenyu Lu, Xindong Wu, Xingquan Zhu, Josh Bongard: Ensemble pruning via individual contribution ordering. KDD 2010: 871-880

Hervé Glotin, Zhong-Qiu Zhao, Jun Gao, Xindong Wu: A matrix modular SVM robust to imbalanced data for efficient visual concept detection. Multimedia Information Retrieval 2010: 333-338

Dan He, Xindong Wu, Xingquan Zhu: Rule Synthesizing from Multiple Related Databases. PAKDD (2) 2010: 201-213

Zhao Li, Xindong Wu, Zhenyu Lu: Fast Orthogonal Nonnegative Matrix Tri-Factorization for Simultaneous Clustering. PAKDD (2) 2010: 214-221

Tianyu Cao, Xindong Wu, Song Wang, Xiaohua Hu: OASNET: an optimal allocation approach to influence maximization in modular social networks. SAC 2010: 1088-1094

Zhenyu Lu, Xindong Wu, Josh Bongard: Adaptive Informative Sampling for Active Learning. SDM 2010: 894-905

Ying Yang, Geoffrey I. Webb, Xindong Wu: Discretization Methods. Data Mining and Knowledge Discovery Handbook 2010: 101-116

Jimmy Huang, Nick Koudas, Gareth J. F. Jones, Xindong Wu, Kevyn Collins-Thompson, Aijun An (Eds.): Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010. ACM 2010, isbn 978-1-4503-0099-5

Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu (Eds.): ICDM 2010, The 10th IEEE International Conference on Data Mining, Sydney, Australia, 14-17 December 2010. IEEE Computer Society 2010

Wei Fan, Wynne Hsu, Geoffrey I. Webb, Bing Liu, Chengqi Zhang, Dimitrios Gunopulos, Xindong Wu (Eds.): ICDMW 2010, The 10th IEEE International Conference on Data Mining Workshops, Sydney, Australia, 14 December 2010. IEEE Computer Society 2010

Tianyi Zhou, Dacheng Tao, Xindong Wu: Manifold Elastic Net: A Unified Framework for Sparse Dimension Reduction. CoRR abs/1007.3564 (2010)

Tianyi Zhou, Dacheng Tao, Xindong Wu: NESVM: a Fast Gradient Method for Support Vector Machines. CoRR abs/1008.4000 (2010)

Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu: Mining globally interesting patterns from multiple databases using kernel estimation. Expert Syst. Appl. 36(8): 10863-10869 (2009)

Zili Zhang, Pengyi Yang, Xindong Wu, Chengqi Zhang: An Agent-Based Hybrid System for Microarray Data Analysis. IEEE Intelligent Systems 24(5): 53-63 (2009)

Xindong Wu, Xingquan Zhu, Qijun Chen, Fei-Yue Wang: Ubiquitous Mining with Interactive Data Mining Agents. J. Comput. Sci. Technol. 24(6): 1018-1027 (2009)

Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank: Geometric Mean for Subspace Selection. IEEE Trans. Pattern Anal. Mach. Intell. 31(2): 260-274 (2009)

Zhao Xie, Jun Gao, Xindong Wu: Regional category parsing in undirected graphical models. Pattern Recognition Letters 30(14): 1264-1272 (2009)

Xindong Wu: EIC Editorial: Introducing the New Editor-in-Chief and Four New Associate Editors. IEEE Trans. Knowl. Data Eng. 21(1): 1-3 (2009)

Qianhui Althea Liang, Xindong Wu, Hoong Chuin Lau: Optimizing Service Systems Based on Application-Level QoS. IEEE T. Services Computing 2(2): 108-121 (2009)

Qianhui Liang, Pei-Pei Li, Patrick C. K. Hung, Xindong Wu: Clustering Web Services for Automatic Categorization. IEEE SCC 2009: 380-387

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

Fan Min, Xindong Wu: Local Semi-linear Regression for River Runoff Forecasting. CSE (4) 2009: 556-561

Fan Min, Xindong Wu, Zhenyu Lu: Pattern Matching with Independent Wildcard Gaps. DASC 2009: 194-199

Xindong Wu: Ubiquitous personalized information processing with wildcards. GrC 2009: 5

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

Yanshan Xiao, Bo Liu, Longbing Cao, Xindong Wu, Chengqi Zhang, Zhifeng Hao, Fengzhao Yang, Jie Cao: Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data. ICDM Workshops 2009: 82-87

Zhenyu Lu, Xindong Wu, Josh Bongard: Active Learning with Adaptive Heterogeneous Ensembles. ICDM 2009: 327-336

Xingquan Zhu, Xindong Wu, Chengqi Zhang: Vague One-Class Learning for Data Streams. ICDM 2009: 657-666

Dan He, Xingquan Zhu, Xindong Wu: Approximate Repeating Pattern Mining with Gap Requirements. ICTAI 2009: 17-24

Dan He, Xingquan Zhu, Xindong Wu: Error Detection and Uncertainty Modeling for Imprecise Data. ICTAI 2009: 792-795

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

Peng Zhang, Xingquan Zhu, Yong Shi, Xindong Wu: An Aggregate Ensemble for Mining Concept Drifting Data Streams with Noise. PAKDD 2009: 1021-1029

Fan Min, Xindong Wu: A Comparative Study of Pattern Matching Algorithms on Sequences. RSFDGrC 2009: 510-517

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

Emilio Corchado, Xindong Wu, Erkki Oja, Álvaro Herrero, Bruno Baruque (Eds.): Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings. Lecture Notes in Computer Science 5572, Springer 2009, isbn 978-3-642-02318-7

Wei Wang, Hillol Kargupta, Sanjay Ranka, Philip S. Yu, Xindong Wu (Eds.): ICDM 2009, The Ninth IEEE International Conference on Data Mining, Miami, Florida, USA, 6-9 December 2009. IEEE Computer Society 2009, isbn 978-0-7695-3895-2

Yücel Saygin, Jeffrey Xu Yu, Hillol Kargupta, Wei Wang, Sanjay Ranka, Philip S. Yu, Xindong Wu (Eds.): ICDM Workshops 2009, IEEE International Conference on Data Mining Workshops, Miami, Florida, USA, 6 December 2009. IEEE Computer Society 2009, isbn 978-0-7695-3902-7

Ying Yang, Xindong Wu, Xingquan Zhu: Conceptual equivalence for contrast mining in classification learning. Data Knowl. Eng. 67(3): 413-429 (2008)

Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank: Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection. Neurocomputing 71(10-12): 1866-1882 (2008)

Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg: Top 10 algorithms in data mining. Knowl. Inf. Syst. 14(1): 1-37 (2008)

Shichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu: Computing the minimum-support for mining frequent patterns. Knowl. Inf. Syst. 15(2): 233-257 (2008)

Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank: Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Techn. 18(10): 1397-1410 (2008)

Xindong Wu: Editorial: TKDE Editorial Board Changes. IEEE Trans. Knowl. Data Eng. 20(7): 865-867 (2008)

Xindong Wu: TKDE 20(12) (December 2008) EIC Editorial: State of the Transactions. IEEE Trans. Knowl. Data Eng. 20(12): 1585-1586 (2008)

Xindong Wu, Xingquan Zhu: Mining With Noise Knowledge: Error-Aware Data Mining. IEEE Transactions on Systems, Man, and Cybernetics, Part A 38(4): 917-932 (2008)

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

Dingiun Chen, Keith Chan, Xindong Wu: Gene expression analyses using Genetic Algorithm based hybrid approaches. IEEE Congress on Evolutionary Computation 2008: 963-969

DongJun Zong, Guojun Mao, Xindong Wu: An Intrusion Detection Model Based on Mining Data Streams. DMIN 2008: 398-403

Zhao Li, Hong Peng, Xindong Wu: A New Descriptive Clustering Algorithm based on Nonnegative Matrix Factorization. GrC 2008: 407-412

Xindong Wu: Data Mining: Algorithms and Problems. HAIS 2008: 1

Xiaoyan Liu, Xindong Wu, Huaiqing Wang, Yingfeng Wang: Multilayer Change-Point Detection on Stock Order Flows by Wavelet Transformation. ICDM Workshops 2008: 635-642

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

Xingquan Zhu, Peng Zhang, Xindong Wu, Dan He, Chengqi Zhang, Yong Shi: Cleansing Noisy Data Streams. ICDM 2008: 1139-1144

Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos: Bayesian tensor analysis. IJCNN 2008: 1402-1409

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

Xindong Wu: Error-Tolerant Data Mining. JCKBSE 2008: 5-6

Xindong Wu, Yan Zhang, Xingquan Zhu: Data Mining. Wiley Encyclopedia of Computer Science and Engineering 2008

Feng Xue, You-Sheng Zhang, Ju-Lang Jiang, Min Hu, Xindong Wu, Rong-Gui Wang: Real-Time Texture Synthesis Using s-Tile Set. J. Comput. Sci. Technol. 22(4): 590-596 (2007)

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)

Guojun Mao, Xindong Wu, Xingquan Zhu, Gong Chen, Chunnian Liu: Mining maximal frequent itemsets from data streams. J. Information Science 33(3): 251-262 (2007)

Dacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu, Stephen J. Maybank: Supervised tensor learning. Knowl. Inf. Syst. 13(1): 1-42 (2007)

Gong Chen, Xindong Wu, Xingquan Zhu: Mining Sequential Patterns across Time Sequences. New Generation Comput. 26(1): 75-96 (2007)

Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank: General Tensor Discriminant Analysis and Gabor Features for Gait Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1700-1715 (2007)

Jun Gao, Zhao Xie, Xindong Wu: Generic object recognition with regional statistical models and layer joint boosting. Pattern Recognition Letters 28(16): 2227-2237 (2007)

Jilian Zhang, Shichao Zhang, Xiaofeng Zhu, Xindong Wu, Chengqi Zhang: Measuring the Uncertainty of Differences for Contrasting Groups. AAAI 2007: 1920-1921

Dan He, Abdullah N. Arslan, Yu He, Xindong Wu: Iterative Refinement of Repeat Sequence Specification Using Constrained Pattern Matching. BIBE 2007: 1199-1203

Dan He, Xindong Wu, Xingquan Zhu: SAIL-APPROX: An Efficient On-Line Algorithm for Approximate Pattern Matching with Wildcards and Length Constraints. BIBM 2007: 151-158

Xindong Wu: Mining with Noise Knowledge: Error Aware Data Mining. CIS 2007

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

Xingquan Zhu, Xindong Wu: Discovering Relational Patterns across Multiple Databases. ICDE 2007: 726-735

Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank: General Averaged Divergence Analysis. ICDM 2007: 302-311

Yan Zhang, Xindong Wu: Noise Modeling with Associative Corruption Rules. ICDM 2007: 733-738

Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos: Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) 2007: 791-801

Xingquan Zhu, Xindong Wu, Taghi M. Khoshgoftaar, Yong Shi: An Empirical Study of the Noise Impact on Cost-Sensitive Learning. IJCAI 2007: 1168-1174

Xingquan Zhu, Xindong Wu: Mining Complex Patterns across Sequences with Gap Requirements. IJCAI 2007: 2934-2941

Yu He, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan: Mining Frequent Patterns with Wildcards from Biological Sequences. IRI 2007: 329-334

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

Xindong Wu: Class Noise vs Attribute Noise: Their Impacts, Detection and Cleansing. PAKDD 2007: 7-8

Kui Yu, Hao Wang, Xindong Wu: A Parallel Algorithm for Learning Bayesian Networks. PAKDD 2007: 1055-1063

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

Xindong Wu: EIC Editorial: 2007 TKDE Editorial Board Changes. IEEE Trans. Knowl. Data Eng. 19(10): 1305-1307 (2007)

Christopher W. Clifton, Xindong Wu, Christos Faloutsos: TKDE Guidelines for Survey Papers. IEEE Trans. Knowl. Data Eng. 19(11): 1449 (2007)

Pavel Berkhin, Rich Caruana, Xindong Wu (Eds.): Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Jose, California, USA, August 12-15, 2007. ACM 2007, isbn 978-1-59593-609-7

Xingquan Zhu, Xindong Wu, Qijun Chen: Bridging Local and Global Data Cleansing: Identifying Class Noise in Large, Distributed Data Datasets. Data Min. Knowl. Discov. 12(2-3): 275-308 (2006)

Ying Yang, Xindong Wu, Xingquan Zhu: Mining in Anticipation for Concept Change: Proactive-Reactive Prediction in Data Streams. Data Min. Knowl. Discov. 13(3): 261-289 (2006)

Kaile Su, Huijing Huang, Xindong Wu, Shichao Zhang: A logical framework for identifying quality knowledge from different data sources. Decision Support Systems 42(3): 1673-1683 (2006)

Qiang Yang, Xindong Wu: 10 Challenging Problems in Data Mining Research. International Journal of Information Technology and Decision Making 5(4): 597-604 (2006)

Xingquan Zhu, Xindong Wu, Ying Yang: Effective classification of noisy data streams with attribute-oriented dynamic classifier selection. Knowl. Inf. Syst. 9(3): 339-363 (2006)

Gong Chen, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan, Yu He: Efficient string matching with wildcards and length constraints. Knowl. Inf. Syst. 10(4): 399-419 (2006)

Dacheng Tao, Xiaoou Tang, Xuelong Li, Xindong Wu: Asymmetric Bagging and Random Subspace for Support Vector Machines-Based Relevance Feedback in Image Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 28(7): 1088-1099 (2006)

Xingquan Zhu, Xindong Wu: Class Noise Handling for Effective Cost-Sensitive Learning by Cost-Guided Iterative Classification Filtering. IEEE Trans. Knowl. Data Eng. 18(10): 1435-1440 (2006)

Dacheng Tao, Xuelong Li, Stephen J. Maybank, Xindong Wu: Human Carrying Status in Visual Surveillance. CVPR (2) 2006: 1670-1677

Xindong Wu: User-Centered Agents for Structured Information Location on the Web. EDOC 2006

Xingquan Zhu, Xindong Wu: Error awareness data mining. GrC 2006: 269-274

Yan Zhang, Xingquan Zhu, Xindong Wu: Corrective Classification: Classifier Ensembling with Corrective and Diverse Base Learners. ICDM 2006: 1199-1204

Xingquan Zhu, Xindong Wu: Scalable Representative Instance Selection and Ranking. ICPR (3) 2006: 352-355

Dan He, Xindong Wu: Ontology-based feature weighting for biomedical literature classification. IRI 2006: 280-285

Hao Wang, Kui Yu, Xindong Wu, Hongliang Yao: Triangulation of Bayesian Networks Using an Adaptive Genetic Algorithm. ISMIS 2006: 127-136

Shichao Zhang, Feng Chen, Xindong Wu, Chengqi Zhang: Identifying bridging rules between conceptual clusters. KDD 2006: 815-820

Jiaqi Wang, Chengqi Zhang, Xindong Wu, Hongwei Qi, Jue Wang: SVM-OD: SVM Method to Detect Outliers. Foundations and Novel Approaches in Data Mining 2006: 129-141

Xindong Wu: EIC Editorial: State of the Transactions. IEEE Trans. Knowl. Data Eng. 18(1): 1-5 (2006)

Xindong Wu: EIC Editorial: TKDE Editorial Board Changes. IEEE Trans. Knowl. Data Eng. 18(9): 1153-1155 (2006)

Jiaqi Wang, Xindong Wu, Chengqi Zhang: Support vector machines based on K-means clustering for real-time business intelligence systems. IJBIDM 1(1): 54-64 (2005)

Xindong Wu, Chengqi Zhang, Shichao Zhang: Database classification for multi-database mining. Inf. Syst. 30(1): 71-88 (2005)

Hao Huang, Xindong Wu, Richard Relue: Mining Frequent Patterns with the Pattern Tree. New Generation Comput. 23(4): 315-337 (2005)

Xingquan Zhu, Xindong Wu, Ahmed K. Elmagarmid, Zhe Feng, Lide Wu: Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective. IEEE Trans. Knowl. Data Eng. 17(5): 665-677 (2005)

Xingquan Zhu, Xindong Wu, Ahmed K. Elmagarmid, Zhe Feng, Lide Wu: Video Data Mining: Semantic Indexing and Event Detection from the Association Perspective - Appendices. IEEE Trans. Knowl. Data Eng. 17(5) (2005)

Xingquan Zhu, Xindong Wu: Cost-Constrained Data Acquisition for Intelligent Data Preparation. IEEE Trans. Knowl. Data Eng. 17(11): 1542-1556 (2005)

Ying Yang, Geoffrey I. Webb, Xindong Wu: Discretization Methods. The Data Mining and Knowledge Discovery Handbook 2005: 113-130

Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang: A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. DaWaK 2005: 305-314

Dacheng Tao, Xuelong Li, Weiming Hu, Stephen J. Maybank, Xindong Wu: Supervised Tensor Learning. ICDM 2005: 450-457

Gong Chen, Xindong Wu, Xingquan Zhu: Sequential Pattern Mining in Multiple Streams. ICDM 2005: 585-588

Yan Zhang, Xingquan Zhu, Xindong Wu, Jeffrey P. Bond: ACE: An Aggressive Classifier Ensemble with Error Detection, Correction, and Cleansing. ICTAI 2005: 310-317

Qijun Chen, Xindong Wu, Xingquan Zhu: Scalable Inductive Learning on Partitioned Data. ISMIS 2005: 391-403

Ying Yang, Xindong Wu, Xingquan Zhu: Combining proactive and reactive predictions for data streams. KDD 2005: 710-715

Gyesung Lee, Xindong Wu, Jinho Chon: Rearranging data objects for efficient and stable clustering. SAC 2005: 519-523

Xindong Wu: EIC Editorial: TKDE Editorial Board Changes. IEEE Trans. Knowl. Data Eng. 17(4): 443-446 (2005)

Xindong Wu, Christos Faloutsos: Editorial: TKDE Topic Area Revisions. IEEE Trans. Knowl. Data Eng. 17(6): 731-733 (2005)

Xingquan Zhu, Xindong Wu: Class Noise vs. Attribute Noise: A Quantitative Study. Artif. Intell. Rev. 22(3): 177-210 (2004)

Xindong Wu: Data Mining: An AI Perspective. IEEE Intelligent Informatics Bulletin 4: 23-26 (2004)

Ying Yang, Xindong Wu: Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination. IEEE Intelligent Systems 19(2): 40-49 (2004)

Qiang Yang, Craig A. Knoblock, Xindong Wu: Guest Editors' Introduction: Mining Actionable Knowledge on the Web. IEEE Intelligent Systems 19(6): 30-31 (2004)

Xindong Wu: Editorial: Introducing the New Editor-in-Chief. Knowl. Inf. Syst. 6(6): 643-644 (2004)

Xingquan Zhu, Xindong Wu, Jianping Fan, Ahmed K. Elmagarmid, Walid G. Aref: Exploring video content structure for hierarchical summarization. Multimedia Syst. 10(2): 98-115 (2004)

Xindong Wu, Chengqi Zhang, Shichao Zhang: Efficient mining of both positive and negative association rules. ACM Trans. Inf. Syst. 22(3): 381-405 (2004)

Xingquan Zhu, Xindong Wu, Ying Yang: Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets. AAAI 2004: 378-384

Jeffrey Stone, Xindong Wu, Marc Greenblatt: An Intelligent Digital Library System for Biologists. CSB 2004: 491-492

Xindong Wu: Data Mining: Artificial Intelligence in Data Analysis. IAT 2004: 7

Xingquan Zhu, Xindong Wu: Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning. ICDM 2004: 297-304

Xingquan Zhu, Xindong Wu, Ying Yang: Dynamic Classifier Selection for Effective Mining from Noisy Data Streams. ICDM 2004: 305-312

Xindong Wu: Knowledge Discovery in Multiple Databases. ICTAI 2004: 2

Xingquan Zhu, Xindong Wu: Data Acquisition with Active and Impact-Sensitive Instance Selection. ICTAI 2004: 721-726

Qijun Chen, Xindong Wu, Xingquan Zhu: OIDM: Online Interactive Data Mining. IEA/AIE 2004: 66-76

Ying Yang, Xindong Wu, Xingquan Zhu: Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources. PKDD 2004: 471-483

Xindong Wu: Data Mining: Artificial Intelligence in Data Analysis. Web Intelligence 2004: 7

Shichao Zhang, Xindong Wu, Chengqi Zhang: Multi-Database Mining. IEEE Computational Intelligence Bulletin 2(1): 5-13 (2003)

Xindong Wu: Online First publication. Knowl. Inf. Syst. 5(1): 1 (2003)

Xindong Wu, Philip S. Yu, Gregory Piatetsky-Shapiro: Data Mining: How Research Meets Practical Development? Knowl. Inf. Syst. 5(2): 248-261 (2003)

Xingquan Zhu, Jianping Fan, Ahmed K. Elmagarmid, Xindong Wu: Hierarchical video content description and summarization using unified semantic and visual similarity. Multimedia Syst. 9(1): 31-53 (2003)

Xindong Wu, Shichao Zhang: Synthesizing High-Frequency Rules from Different Data Sources. IEEE Trans. Knowl. Data Eng. 15(2): 353-367 (2003)

Xingquan Zhu, Xindong Wu: Sequential association mining for video summarization. ICME 2003: 333-336

Xingquan Zhu, Xindong Wu, Qijun Chen: Eliminating Class Noise in Large Datasets. ICML 2003: 920-927

Xingquan Zhu, Xindong Wu: Mining Video Associations for Efficient Database Management. IJCAI 2003: 1422-

Xindong Wu: Message from the TCCI Chair. IEEE Computational Intelligence Bulletin 1(1): 1-2 (2002)

Stephen Ransom, Xindong Wu: Using Knowledge Anchors to Reduce Cognitive Overheads. IEEE Computer 35(11): 111-112 (2002)

Hao Huang, Xindong Wu, Richard Relue: Association Analysis with One Scan of Databases. ICDM 2002: 629-632

Xindong Wu, Chengqi Zhang, Shichao Zhang: Mining Both Positive and Negative Association Rules. ICML 2002: 658-665

Kalyani K. Manchi, Xindong Wu: Dynamic Refinement of Classification Rules. ICTAI 2002: 189-

Xindong Wu: Knowledge discovery in very large databases. SEKE 2002: 15

Shichao Zhang, Xindong Wu: Large Scale Data Mining Based on Data Partitioning. Applied Artificial Intelligence 15(2): 129-139 (2001)

Richard Relue, Xindong Wu, Hao Huang: Efficient Runtime Generation of Association Rules. CIKM 2001: 466-473

Xindong Wu, Daniel Ngu, Sameer Pradhan: User-Centered Agents for Structured Information Location. E-Commerce Agents 2001: 323-331

Nick Cercone, Tsau Young Lin, Xindong Wu (Eds.): Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November - 2 December 2001, San Jose, California, USA. IEEE Computer Society 2001, isbn 0-7695-1119-8

Xindong Wu: Building Intelligent Learning Database Systems. AI Magazine 21(3): 61-68 (2000)

Xindong Wu, Kevin Cai: Knowledge object modeling. IEEE Transactions on Systems, Man, and Cybernetics, Part A 30(2): 96-107 (2000)

Benjamin W. Wah, Xindong Wu: Editorial. Knowl. Inf. Syst. 1(1): 1-3 (1999)

Xindong Wu, Benjamin W. Wah: Editorial. Knowl. Inf. Syst. 1(2): 127 (1999)

Xindong Wu: Fuzzy interpretation of discretized intervals. IEEE T. Fuzzy Systems 7(6): 753-759 (1999)

Xindong Wu, David Urpani: Induction By Attribute Elimination. IEEE Trans. Knowl. Data Eng. 11(5): 805-812 (1999)

Xindong Wu: Induction as Pre-processing. PAKDD 1999: 114-122

Heng Li, Xindong Wu: Learning Design Knowledge as Generalization. Cybernetics and Systems 29(2): 181-207 (1998)

Thuy-Linh Nguyen, Xindong Wu, Sayed Sajeev: Object-Oriented Modeling of Multimedia Documents. Computer Networks 30(1-7): 578-582 (1998)

Jason Lowder, Xindong Wu: Wide Area Selection as a Hyperdocument Search Interface. Computer Networks 30(1-7): 658-659 (1998)

Xindong Wu, Guang Fang, Matjaz Gams: LFA+: A Fast Chaining Algorithm for Rule-Based Systems. Informatica (Slovenia) 22(3) (1998)

Xindong Wu: Rule Induction with Extension Matrices. JASIS 49(5): 435-454 (1998)

Meide Zhao, Francis K. H. Quek, Xindong Wu: RIEVL: Recursive Induction Learning in Hand Gesture Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 20(11): 1174-1185 (1998)

Xindong Wu, William H. W. Lo: Multi-layer Incremental Induction. PRICAI 1998: 24-32

Daniel Siaw Weng Ngu, Xindong Wu: Interest Discovery for Incremental Web Exploration. WebNet 1998

Xindong Wu, Kotagiri Ramamohanarao, Kevin B. Korb (Eds.): Research and Development in Knowledge Discovery and Data Mining, Second Pacific-Asia Conference, PAKDD-98, Melbourne, Australia, April 15-17, 1998, Proceedings. Lecture Notes in Computer Science 1394, Springer 1998, isbn 3-540-64383-4

Xindong Wu: Hybrid Interpretation of `No Match' and `Multiple Match' in Induction. Comput. J. 40(1): 50-57 (1997)

Daniel Siaw Weng Ngu, Xindong Wu: SiteHelper: A Localized Agent That Helps Incremental Exploration of the World Wide Web. Computer Networks 29(8-13): 1249-1255 (1997)

Stephen Ransom, Xindong Wu, Heinz W. Schmidt: Disorientation and Cognitive Overhead in Hypertext Systems. International Journal on Artificial Intelligence Tools 6(2): 227-253 (1997)

Kevin Cai, Xindong Wu, Heinz W. Schmidt: Schedular++: Scheduling with Knowledge Objects. ICTAI 1997: 480-483

Honghua Dai, Kevin B. Korb, Chris S. Wallace, Xindong Wu: A Study of Causal Discovery With Weak Links and Small Samples. IJCAI 1997: 1304-1309

Xindong Wu: A Bayesian Discretizer for Real-Valued Attributes. Comput. J. 39(8): 688-691 (1996)

Xindong Wu, David Urpani, James A. Sykes: Rule Induction Without Decision Tree Construction. ECAI 1996: 463-470

David Urpani, Xindong Wu, Jim Sykes: RITIO - Rule Induction Two In One. KDD 1996: 339-342

Xindong Wu, Sita Ramakrishnan, Heinz W. Schmidt: Knowledge Objects. Informatica (Slovenia) 19(4) (1995)

Xindong Wu: SIKT: A Structured Interactive Knowledge Transfer Program. IEA/AIE 1995: 787-795

Xindong Wu, Petter Måhlén: Fuzzy Interpretation of Induction Results. KDD 1995: 325-330

Xindong Wu: Lecture Notes in Machine Learning. Informatica (Slovenia) 18(2) (1994)

Xindong Wu: Inductive learning: Algorithms and frontiers. Artif. Intell. Rev. 7(2): 93-108 (1993)

Xindong Wu: A Prolog-Based Presentation for Integrating Knowledge and Data. Informatica (Slovenia) 17(2) (1993)

Xindong Wu: Inductive learning. J. Comput. Sci. Technol. 8(2): 118-132 (1993)

Xindong Wu: The HCV Induction Algorithm. ACM Conference on Computer Science 1993: 168-175