Hsu, Wynne's Publications [1997 - present]

Content by Topics

• Medical Image and Data Analysis
• Data and Image Mining
• MultimediaData/ XML Management Systems
• Computer-Aided Design

• Wynne Hsu, Mong Li Lee, Beng Chin Ooi, Pranab Kumar Mohanty, Keng Lik Teo, Chenyi Xia. Advanced Database Technologies in a Diabetic Healthcare System (Demo), in 28th International Conference on Very Large Databases (VLDB), Hong Kong, August 2002.
• Bin Fang, Wynne Hsu, Mong Li Lee. Tumor Cell Identification using Features Rules, in 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , Edmonton, Canada, July 2002.
• Wynne Hsu, P. M. D. S. Pallawala, M. L. Lee and K. G. Au-Eong. Domain Knowledge in the Detection of Retinal Hard Exudates, in IEEE Computer Vision and Pattern Recognition, Dec 2001, Hawaii.
• K. G. Goh, Wynne Hsu, M. L. Lee, H. Wang. ADRIS: An Automatic Diabetic Retinal Image Screening System, book chapter in Medical Data Mining and Knowledge Discovery, edited by Krzysztof Cios, pp. 181-210, Springer-Verlag, 2001.

• 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.

• Wynne Hsu, Dai Jing, Mong Li Lee. Mining Viewpoint Patterns in Image Databases, in The Ninth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington DC, U.S.A., 2003.

• Liang Huai Yang, Mong Li Lee, Wynne Hsu. Efficient Mining of XML Query Patterns for Caching , in 29th International Conference on Very Large Databases, Berlin, 2003.

• Wynne Hsu, Mong Li Lee, Ji Zhang. Image Mining: Trends and Developments, in Journal of Intelligent Information System (JISS): Special Issue on Multimedia Data Mining, Kluwer Academic, 2002.

• Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong Li Lee. Concept Lattices based Composite Classifiers for High Predictability, in Journal of Experimental and Theoretical Artificial Intelligence (JETAI): Special Issue on Concept Lattice for KDD, Taylor and Francis, 2002.

• Zhipeng Xie, Wynne Hsu, Zongtian Liu, Mong Li Lee. SNNB: A Selective Neighborhood Based Naïve Bayes for Lazy Learning, in Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Taipei, Taiwan, May 2002.
• Zhang Ji, Wynne Hsu, M. L. Lee. Image Mining: Issues, Frameworks, and Techniques, in Second International Workshop on Multimedia Data Mining (MDM/KDD 2001), August 2001, San Francisco, U.S.A.

• Zhang Ji, Wynne Hsu, M. L. Lee. An Information-driven Framework for Image Mining, in Proceedings of the 12th International Conference on Database and Expert Systems Applications (DEXA), Sept 2001, Munich, Germany, 2001.

• 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.

• 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.

• 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.

• 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, 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, and K. Wang, eds, Proceeding of Knowledge Discovery and Data Mining Workshop, PRICAI-98, Singapore, Nov 1998.
• 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 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.

• Mong Li Lee, Wynne Hsu, Christian S. Jensen, Bin Cui, Keng Lik Teo. Supporting Frequent Updates in R-Trees: A Bottom-Up Approach , in 29th International Conference on Very Large Databases, Berlin, 2003.

• Liang Huai Yang, Mong Li Lee, Wynne Hsu, Sumit Acharya. Mining Frequent Query Patterns from XML Queries, in 8th International Symposium on Database Systems for Advanced Applications (DASFAA), Kyoto, Japan, March 200 3.

• Mong Li Lee, Liang Huai Yang, Wynne Hsu, Xia Yang. XClust: Clustering XML Schemas for Effective Integration, 11th ACM International Conference on Information and Knowledge Management (CIKM), McLean, Virginia, November 2002.
• Mong Li Lee, Boon Chin Chua, Wynne Hsu, Kian-Lee Tan. Efficient Evaluation of Multiple Queries on Streaming XML Data, in 11th ACM International Conference on Information and Knowledge Management (CIKM), McLean, Virginia, November 2002.
• 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 Applcations, 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.
• 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.
• 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.

• Wynne Hsu, B. Liu, eds, Computer-aided Design: Special Issue on Conceptual Design, 32, 14, Dec 2000.
• 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.

• 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.