研究生导师吴信东：合肥工业大学

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

　　- Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. Mclachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, and Dan Steinberg, Top 10 Algorithms in Data Mining, Kwledge and Information Systems, 14(2008), 1: 1-37.

　　- Dacheng Tao, Xuelong Li, Xindong Wu, and Steve Maybank, General Tensor Discriminant Analysis and Gabor Features for Gait Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(2007), 10: 1700-1715.

　　- Jun Gao, Zhao Xie, Xindong Wu, Generic Object Recognition with Regional Statistical Models and Layer Joint Boosting, Pattern Recognition Letters, 28(2007), 16: 2227-2237.

　　- Xuegang Hu, Peipei Li, Xindong Wu, and Gongqing Wu, A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams, Journal of Computer Science and Technology, 22(2007), 5: 711-724.

　　- Feng Xue, You-Sheng Zhang, Ju-Lang Jiang, Min Hu, Xindong Wu, Rong-Gui Wang, Real-time Texture Synthesis Using s-Tile Set, Journal of Computer Science and Technology, 22(2007), 4: 590-596.

　　- Dacheng Tao, Xiaoou Tang, Xuelong Li, and Xindong Wu, Asymmetric Bagging and Random Subspacing for Support Vector Machines-based Relevance Feedback in Image Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(2006), 7:1088-1099.

　　- Xingquan Zhu, Xindong Wu, and Qichen Chen, Bridging Local and Global Data Cleansing: Identifying Class Noise in Large,...

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

　　- Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. Mclachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, and Dan Steinberg, Top 10 Algorithms in Data Mining, Kwledge and Information Systems, 14(2008), 1: 1-37.

　　- Dacheng Tao, Xuelong Li, Xindong Wu, and Steve Maybank, General Tensor Discriminant Analysis and Gabor Features for Gait Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(2007), 10: 1700-1715.

　　- Jun Gao, Zhao Xie, Xindong Wu, Generic Object Recognition with Regional Statistical Models and Layer Joint Boosting, Pattern Recognition Letters, 28(2007), 16: 2227-2237.

　　- Xuegang Hu, Peipei Li, Xindong Wu, and Gongqing Wu, A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams, Journal of Computer Science and Technology, 22(2007), 5: 711-724.

　　- Feng Xue, You-Sheng Zhang, Ju-Lang Jiang, Min Hu, Xindong Wu, Rong-Gui Wang, Real-time Texture Synthesis Using s-Tile Set, Journal of Computer Science and Technology, 22(2007), 4: 590-596.

　　- Dacheng Tao, Xiaoou Tang, Xuelong Li, and Xindong Wu, Asymmetric Bagging and Random Subspacing for Support Vector Machines-based Relevance Feedback in Image Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28(2006), 7:1088-1099.

　　- Xingquan Zhu, Xindong Wu, and Qichen Chen, Bridging Local and Global Data Cleansing: Identifying Class Noise in Large, Distributed Datasets, Data Mining and Knowledge Discovery, 12(2006), 2: 275-308.

　　- Xingquan Zhu, Xindong Wu, and Ying Yang, Effective Classification of Noisy Data Streams with Attribute-Oriented Dynamic Classifier Selection, Knowledge and Information Systems, 9(2006), 3: 339-363.

　　- Shichao Zhang, Feng Cheng, and Xindong Wu, Identifying Bridging Rules between Conceptual Clusters, Proceedings of the 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2006) (acceptance rate: 23%), August 20 - 23, 2006, Philadelphia, USA.

　　- Xindong Wu, Chengqi Zhang, and Shichao Zhang, Database Classification for Multi-Database Mining, Information Systems, 30(2005), 1: 71-88.

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

　　- Xingquan Zhu and Xindong Wu, Cost-Constrained Data Acquisition for Intelligent Data Preparation, IEEE Transactions on Knowledge and Data Engineering, 17(2005), 11: 1542-1556.

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

　　- Ying Yang, Xindong Wu, and Xingquan Zhu, Combining Proactive and Reactive Predictions for Data Streams, Proceedings of the 11th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2005) (acceptance rate: 40 full papers + 36 short papers, out of 358 research-track submissions), Chicago, IL, USA, August 21-24, 2005, 710-715.

　　- Dacheng Tao, Xuelong Li, Weiming Hu, Stephen Maybank, and Xindong Wu, Supervised Tensor Learning, Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM '05) (acceptance rate: 69/630 for regular papers), Houston, TX, USA, 27 - 30 November 2005, 450-457.

　　- Gong Chen, Xindong Wu, and Xingquan Zhu, Sequential Pattern Mining in Multiple Data Streams, Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM '05) (acceptance rate: 69 regular papers + 72 short papers, out of 630 submissions), Houston, TX, USA, 27 - 30 November 2005, 585-588.

　　- Yan Zhang, Xingquan Zhu, Xindong Wu, and Jeffrey P. Bond, ACE: An Aggressive Classifier Ensemble with Error Detection, Correction and Cleansing (this paper won the Best Paper Award of the conference), Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005) (acceptance rate: 36/297 for regular papers), Hong Kong, November 14-16, 2005, 310-317.

　　- Shichao Zhang, Chengqi Zhang, and Xindong Wu, Knowledge Discovery in Multiple Databases, Springer, 2004. ISBN 1-85233-703-6.

　　- Xindong Wu, Chengqi Zhang, and Shichao Zhang, Efficient Mining of Both Positive and Negative Association Rules, ACM Transactions on Information Systems, 22(2004), 3: 381-405.

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

　　- Xingquan Zhu and Xindong Wu, Class Noise vs Attribute Noise: A Quantitative Study of Their Impacts, Artificial Intelligence Review, 22(2004), 3-4: 177-210.

　　- Xingquan Zhu, Xindong Wu, Jianping Fan, Walid G. Aref, and Ahmed K. Elmagarmid, Exploring Video Content Structure for Hierarchical Summarization, Multimedia Systems, 10(2004), 2: 98-115.

　　- Xingquan Zhu, Xindong Wu, and Ying Yang, Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets, Proceedings of the 19th National Conference on Artificial Intelligence (AAAI-04) (acceptance rate: 121/453), July 25-29, 2004, San Jose, California, 378-383.

　　- Xingquan Zhu and Xindong Wu, Cost-Guided Class Noise Handling for Effective Cost-Sensitive Learning , Proceedings of the Fourth IEEE International Conference on Data Mining (ICDM '04) (acceptance rate: 39/451 for regular papers), Brighton, UK, November 1 - 4, 2004, 297-304.

　　- Xingquan Zhu, Xindong Wu, and Ying Yang, Dynamic Classifier Selection for Effective Mining from Noisy Data Streams, Proceedings of the Fourth IEEE International Conference on Data Mining (ICDM '04) (acceptance rate: 39/451 for regular papers), Brighton, UK, November 1 - 4, 2004, 305-312.

　　- Xindong Wu, Alex Tuzhilin, and Jude Shavlik (Eds), Proceedings of the 3rd IEEE International Conference on Data Mining (ICDM '03), Melbourne, Florida, USA, November 19 - 22, 2003. IEEE Computer Society Press, California, USA. ISBN 0-7695-1978-4.

　　- Xindong Wu and Shichao Zhang, Synthesizing High-Frequency Rules from Different Data Sources, IEEE Transactions on Knowledge and Data Engineering, 15(2003), 2: 353-367.

　　- Xingquan Zhu and Xindong Wu, Mining Video Associations for Efficient Database Management, Proceedings of the 18th International Joint Conference on Artificial Intelligence (IJCAI-03) (acceptance rate: 189 regular papers + 63 poster papers, out of 913 full-paper submissions), Acapulco, Mexico, August 12-15, 2003, 1422-1424.

　　- Xingquan Zhu, Xindong Wu, and Qijun Chen, Eliminating Class Noise in Large Datasets, Proceedings of the 20th International Conference on Machine Learning (ICML-2003) (acceptance rate: 119/371), Washington D.C., USA, August 21-24, 2003, 920-927.

　　- Xindong Wu, Chengqi Zhang, and Shichao Zhang, Mining Both Positive and Negative Association Rules, Proceedings of the 19th International Conference on Machine Learning (ICML-2002) (acceptance rate: 86/261), The University of New South Wales, Sydney, Australia, 8-12 July 2002, 658-665.

　　- Hao Huang, Xindong Wu, and Richard Relue, Association Analysis with One Scan of Databases, Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM '02) (acceptance rate: 72 regular papers + 49 short papers & industry-track papers, out of 369 submissions), Maebashi TERRSA, Maebashi City, Japan, December 9 - 12, 2002, 629-632.

　　- Richard Relue, Xindong Wu, and Hao Huang, Efficient Runtime Generation of Association Rules, Proceedings of the 10th ACM International Conference on Information and Knowledge Management (ACM CIKM 2001) (acceptance rate: 66/259 for regular papers), Doubletree Hotel Atlanta-Buckhead, Atlanta, Georgia, USA, November 5-10, 2001, 466-473.

　　- Xindong Wu, Building Intelligent Learning Database Systems, AI Magazine, 21(2000), 3: 61-67.

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

　　- Xindong Wu and David Urpani, Induction by Attribute Elimination, IEEE Transactions on Knowledge and Data Engineering, 11(1999), 5: 805-812.

　　- Xindong Wu, Fuzzy Interpretation of Discretized Intervals, IEEE Transactions on Fuzzy Systems, 7(1999), 6: 753-759.

　　- Meide Zhao, Francis K.H. Quek, and Xindong Wu, RIEVL: Recursive Induction Learning in Hand Gesture Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(1998), 11: 1174-1185.

　　- Xindong Wu, Rule Induction with Extension Matrices, Journal of the American Society for Information Science, 49(1998), 5: 435-454.