Data Cleaning and Early Work

• Judice Koh, Mong Li Lee, Wynne Hsu, Wee Tiong Ang. Correlation-based Attribute Outlier Detection in XML, The 24th International Conference on Data Engineering(ICDE)2008 , Cancún, México, April 7-12, 2008.
• J. Koh, M. L. Lee, Wynne Hsu. Correlation-based Detection of Attribute Outliers, 12th International Conference on Database Systems for Advanced Applications (DASFAA), Thailand, April 2007.
• Chenyi Xia, Wynne Hsu, Mong Li Lee, Ooi Beng Chin. BORDER: Efficient Computation of Boundary Points, in IEEE Transaction of Knowledge and Data Engineering, 2005.
• Chenyi Xia, Wynne Hsu, Mong Li Lee. ERkNN: Efficient Reverse k-Nearest Neighbors Retrieval with Local kNN-Distance Estimation, in ACM Fourteenth Conference on Information and Knowledge Management (CIKM), Bremen, Germany, Nov 2005.
• Ren Lu, Mong Li Lee, Wynne Hsu. Using Interval Association Rules to Identify Dubious Values, in 5th International Conference on Web-Age Information Management (WAIM), Dalian, China, July 2004.
• Mong Li Lee, Wynne Hsu, Vijay Kothari. Cleaning the Spurious Links in Data, in IEEE Intelligent Systems: Special issue on Data and Information Cleaning and Preprocessing , Volume 19, No. 2, March/April 2004.
• Bing Liu, Wynne Hsu, Y. Ma. Identifying Non-actionable Association Rules, in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-2001), Aug, 2001, San Fransico, USA.
• Bing Liu, Wynne Hsu, Y. Ma. Discovering the Set of Fundamental Rule Changes, in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-2001), Aug, 2001, San Fransico, USA.
• Wynne Hsu, M. L. Lee, K. G. Goh, Image Mining in IRIS: Integrated Retinal Information System, in Proceedings of the ACM SIGMOD, May 2000, Dellas, Texas, U.S.A., pp. 593.
• Wynne Hsu, M. L. Lee, B. Liu and T. W. Ling, Exploration Mining in Diabetic Patient Databases: Findings and Conclusions, in Proceedings of the 6th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 20 Aug 2000, Boston, U.S.A., pp. 430-436.
• H. Wang, Wynne Hsu, K. G. Goh, M. L. Lee, An Effective Approach to Detect Lesions in Colour Retinal Images, in IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2000), June 2000, South Carolina, U.S.A., pp. 181-187.
• Bing Liu, Minqing Hu, and Wynne Hsu. Multi-level Organization and Summarization of the Discovered Rules, in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-2000, full paper), Aug 2000, Boston, USA.
• Bing Liu, Minqing Hu, and Wynne Hsu. Intuitive Representation of Decision Trees Using General Rules and Exceptions., in Proceedings of Seventeeth National Conference on Artificial Intelligence (AAAI-2000), July 30 - Aug 3, 2000, Austin, Texas, USA.
• Bing Liu, Wynne Hsu, Heng-Siaw Han and Yiyuan Xia. Mining Changes for Real-life Applications, in The 2nd International Conference on Data Warehousing and Knowledge Discovery (DaWaK-2000), Sept 4-6 2000, London Greenwich, UK.
• Bing Liu, Wynne Hsu, Shu Chen and Yiming Ma. Analyzing the Subjective Interestingness of Association Rules, in IEEE Intelligent Systems, 2000.
• H. P. Leung, Wynne Hsu. Utilizing the Subjective Intent of Authoring Formats to Perform Focused Web Crawling, Poster Proceeding of the 9th International World Wide Web Conference, May 2000, Ansterdam, pp. 58-60.
• Wynne Hsu, T. S. Chua , H. K. Pung. Approximating Content-based Object-level Image Retrieval, Multimedia Tools and Applications, 12, 2000, pp. 59-79.
• H. K. Pung, Wynne Hsu, B. S. Sapkota, W. C. Wong. A Corba based QoS Support for Distributed Multimedia Applications, in Multimedia Tools and Applications, 12, 209-233, 2000.
• Wynne Hsu, B. Liu, eds, Computer-aided Design: Special Issue on Conceptual Design, 32, 14, Dec 2000.
• Bing Liu & Hsu, Wynne, "Previously discovered knowledge," INVITED PAPER for Oxford University Press's Handbook on Data Mining and Knowledge Discovery, 2000.
• Bing Liu & Hsu, Wynne, "User preferences," INVITED PAPER for Oxford University Press's Handbook on Data Mining and Knowledge Discovery , 2000.
• Bing Liu, Wynne Hsu, Yiming Ma. Pruning and Summarizing the Discovered Associations, in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-99, full paper), August 15-18, 1999, San Diego, CA, USA, pp. 125-134.
• Bing Liu, Wynne Hsu, Yiming Ma. Mining Association Rules with Multiple Minimum Supports, in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-99, poster), August 15-18, 1999, San Diego, CA, USA, pp. 337-341.
• Bing Liu, Wynne Hsu, Yiming Ma, Shu Chen. Discovering Interesting Knowledge using DM-II, in Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD-99), Industrial Track, August 15-18, 1999, San Diego, CA, USA, pp. 430-434.
• Bing Liu, Wynne Hsu, Ke Wang, Shu Chen. Visually Aided Exploration of Interesting Association Rules, in Proceedings of the Pacific Asia Conference on Knowledge Discovery and Data Mining (PAKDD-99), Beijing, April 26-28, 1999.
• Wynne Hsu, C. S. G. Lee. Towards an Optimal Degree of Design Coupling through Fuzzy Analysis, in Journal of Intelligent and Fuzzy Systems, 1999, pp. 359-372.
• Bing Liu, Wynne Hsu, Lai-Fun Mun and Hingyan Lee. Finding Interesting Patterns Using User Expectations, in IEEE Transactions on Knowledge and Data Engineering, Vol 11(6), pp. 817-832, 1999.
• Bing Liu, Wynne Hsu, Yiming Ma. Integrating Classification and Association Rule Mining, in Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98, Plenary Presentation), New York, USA, 1998.
• Bing Liu, Wynne Hsu, and K. Wang, eds, Proceeding of Knowledge Discovery and Data Mining Workshop, PRICAI-98, Singapore, Nov 1998.
• Ooi, B. C., K. L. Tan, T. S. Chua, Wynne Hsu. Fast Image Retrieval using Color-Spatial Information, in VLDB International Journal, 7, 2, May 1998, pp. 115-128.
• Yu, Shengke, Wynne Hsu, H. K. Pung. KPN: A Petri Net Model for General Knowledge Representation and Reasoning, in IEEE International Conference on Systems, Man and Cybernetics, Oct 1998, San Diego, U.S.A, pp 184-189.
• Teik Guan Tan, Wynne Hsu. Approximating Scheduling for Multimedia Applications under Overload Conditions, in International Journal Of Approximate Reasoning (19)1-2 (1998) pp. 57-71.
• S. F. Li, Wynne Hsu, H. K. Pung. Twins: A Practical Vision-based 3D Mouse, in Journal of Real-time Imaging, 1998.
• Wynne Hsu, T. K. Tan. Rapid Prototyping with Constraints-based Scheduling for Multimedia Applications, in Multimedia Tools and Applications , 1998.
• Wynne Hsu, C. S. G. Lee, Andrew Lim. A Computer-aided Product Redesign System for Robotic Assembly, in Robotica: Special Issue on Intelligent Robotic Assembly, 16, pp 239-249, 1998.
• Wynne Hsu, J. Y. H. Fuh, Y. F. Zhang. Synthesis of Design Concepts from a Design for Assembly Perspective, in Computer Integrated Manufacturing Systems, (11)1-2 (1998) pp 1-13.
• Wynne Hsu, I. M. Y. Woon. Current Research in the Conceptual Design of Mechanical Products, in Computer-Aided Design, 30, 1998, pp 377-389.
• Bing Liu, Wynne Hsu and Shu Chen. Using General Impressions to Analyze Discovered Classification Rules, in Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97, Plenary Presentation), pp. 31-36, August 14-17, 1997, Newport Beach, USA.
• Bing Liu, Liang-Ping Ku and Wynne Hsu. Discovering Interesting Holes in Data, in Proceedings of Fifteenth International Joint Conference on Artificial Intelligence (IJCAI-97), pp. 930-935, August 23-29, 1997, Nagoya, Japan.
• Bing Liu, Wynne Hsu and Shu Chen. Discovering Conforming and Unexpected Classification Rules, in IJCAI-97 Workshop on Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP-97), August 23-29, 1997, Nagoya, Japan.
• Bing Liu, Wynne Hsu, Lai-Fun Mun and Hing-Yan Lee. Identifying Interesting Missing Patterns, in Proceedings of 1st Pacific Asia International Conference on Knowledge Discovery and Data Mining (PAKDD-97), Singapore, Feb 1997.
• Li Sifang, Wynne Hsu, and H. K. Pung. A Real-time Monocular Vision-based Mouse, in 7th International Conference of Computer Analysis of Images and Patterns (CAIP) , Sept 10-12, 1997, Kiel, Germany, pp. 448-455.
• Tan Teik Guan and Wynne Hsu. Interactive Scheduling Supports for Real-time Multimedia Execution, in Proceedings of IEEE Conference on Multimedia Computing Systems (ICMCS) , June 3-6, 1997, Ottawa, Canada, pp. 598-600.
• Tan Teik Guan and Wynne Hsu. Scheduling Multimedia Applications under Overload and Indeterministic Conditions, in Proceedings of Third IEEE Real-Time Technology and Applications Symposium , June 8-11, 1997, Montreal, Canada, pp. 178-184.
• S. F. Su, C. S. G. Lee and Wynne Hsu, Automatic Generation of Goal Region for Assembly Task in the Presence of Uncertainties, IEEE Transaction of Robotics and Automation, 12(2):313-324, 1996.
• Andrew Lim, Chee Y. M., and Wynne Hsu, Upgrading Links for Performance, Informatica, 7(4):455-468, 1996.
• Wynne Hsu, Andrew Lim and C. S. G. Lee, Conceptual Level Design for Assembly Analysis using State Transitional Approach, Proceedings of the IEEE International Conference on Robotics and Automation, 1996, Minneapolis, pp. 3355-3361.
• Wynne Hsu, Andrew Lim and C. S. G. Lee, Product Redesign for Robotics Assembly, The Fourth International Conference on Automation Technology, 1996, Taiwan, pp. 441-448.
• Bing Liu and Wynne Hsu, Post-Analysis of Learned Rules, Proceedings of the Thirteenth National Conference on Artificial Intelligence (AAAI-96), Aug 4-8, 1996, Portland, Oregon, USA, pp. 828-834.
• Wynne Hsu, Chua T. S. and Pung H. K., An Integrated Color-Spatial Approach to Content-based Image Retrieval, ACM Multimedia '95, 1995, pp. 305-313.
• Wynne Hsu and C. S. G. Lee, "Paradigm Shift and the Integrated Feedback Approach," Proc. of IEEE International Conference of Robotics and Automation, Japan, May 21-May 27, 1995, pp. 2853-2859.
• Andrew Lim, Chee Y. M., and Wynne Hsu, "Upgrading Links for Performance",IEEE SICON/ICIE, Singapore, pp. 398-402, 1995.
• Wynne Hsu and C. S. G. Lee, "Fuzzy Application in Tolerance Design," Proc. of IEEE International Conference on Fuzzy Systems, Florida, June 26-July 2, 1994.
• Wynne Hsu, C. S. G. Lee and S. F. Su, "Feedback Approach to Design for Assembly by Evaluating Assembly Plan," Computer-Aided Design, 25(7):395-410, 1993.
• Wynne Hsu, C. S. G. Lee and S. F. Su, "Feedback Evaluation of Assembly Plans," Proc. of IEEE International Conference of Robotics and Automation, Nice, France, May 10-15, 1992, pp 2419-2424.