Hsu, Wynne's Publications

2016

  1. Wee Yong Lim, Mong Li Lee, Wynne Hsu. ClaimFinder: A Framework for Identifying Claims in Microblogs, in Sixth International Workshop on Making Sense of Microposts (#Microposts), in conjunction with WWW Conference, Montreal, Canada, April 2016.
  2. Tien Yin Wong, Daniel Ting, Gavin Tan, Wynne Hsu, Mong Li Lee, Haslina Hamzah, Gilbert Lim, Rina Rudyanto, Yuan Cheng, Alfred Gan, Carol Y. Cheung. Cloud-based Automated Software for Diabetic Retinopathy Screening and Monitoring in a National Screening Program, in 39th Annual Macula Society Meeting, February 2016.

2015

  1. Gilbert Lim, Yuan Cheng, Wynne Hsu, Mong Li Lee. Integrated Optic Disc and Cup Segmentation with Deep Learning, in 27th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Italy, November 2015.
  2. Chonggang Song, Wynne Hsu, Mong Li Lee. Mining Brokers in Dynamic Social Networks, in 24th ACM International Conference on Information and Knowledge Management (CIKM), Melbourne, Australia, October 2015.
  3. Chonggang Song, Wynne Hsu, Mong Li Lee. Node Immunization over Infectious Period, in 24th ACM International Conference on Information and Knowledge Management (CIKM), Melbourne, Australia, October 2015.
  4. Furong Li, Mong Li Lee, Wynne Hsu, Wang-Chiew Tan. Linking Temporal Records for Profiling Entities, in ACM SIGMOD International Conference on Management of Data, Melbourne, Australia, May 2015.
  5. Enliang Xu, Wynne Hsu, Mong Li Lee, Dhaval Patel. k-Consistent Influencers in Network Data, in 20th International Conference on Database Systems for Advanced Applications (DASFAA), Hanoi, Vietnam, April 2015.
  6. Dhaval Patel, Wynne Hsu, Mong Li Lee. LinkNet: Capturing Temporal Dependencies among Spatial Regions, in Distributed and Parallel Databases (Special Issue on Data Management and Analysis in Location-Based Social Networks), Vol 33, No. 2, pp 165-200, 2015.

2014

  • Dhaval Patel, Wynne Hsu, Mong Li Lee. LinkNet: Capturing Temporal Dependencies among Spatial Regions, in Distributed and Parallel Databases, 2014.
  • Gilbert Lim, Mong Li Lee, Wynne Hsu, Tien Yin Wong. Transformed Representations for Convolutional Neural Networks in Diabetic Retinopathy Screening, in AAAI Workshop on Modern Artificial Intelligence for Health Analytics (MAIHA), Quebec, Canada, July 2014.
  • Qiangfeng Peter Lau, Mong Li Lee, Wynne Hsu, Tien Yin Wong. The Singapore Eye Vessel Assessment System, book chapter in Image Analysis and Modeling in Opthalmology , Eddie Y. K. Ng, U. Rajendra Acharya, Jasjit S. Suri, Aurelio Campilho (Eds.), ISBN: 1466559306, CRC Press, February 2014.
  • George Thomas, Shin-Yeu Ong, Yih Chung Tham, Wynne Hsu, Mong Li Lee, Qiangfeng Peter Lau, Wan Ting Tay, Jessica Alessi-Calandro, Lauren Hodgson, Ryo Kawasaki, Tien Yin Wong and Carol Yim-lui Cheung. Measurement of the Mascular Vascular Fractal Dimension using a Computer-Assisted Program, in Investigative Ophthalmology and Visual Science, 2014.

2013

  • Stephane Bressan, Chee Yong Chan, Wynne Hsu, Mong Li Lee, Tok Wang Ling, Beng Chin Ooi, Kian-Lee Tan, Anthony K. H. Tung. Database research at the National University of Singapore, in SIGMOD Record, 42(2), pp 46-51, 2013.
  • Gang Zhao, Mong Li Lee, Wynne Hsu. Community-based User Recommendation in Uni-directional Social Networks, in 22nd ACM International Conference on Information and Knowledge Management (CIKM), San Francisco, CA, USA, October 2013.
  • Wei Chen, Wynne Hsu, Mong Li Lee. Making Recommendations from Multiple Domains, in 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), Chicago, Illinois, USA, August 2013.
  • Wei Chen, Wynne Hsu, Mong Li Lee. Modeling User's Receptiveness over Time for Recommendation, in 36th ACM SIGIR Conference, Dublin, Ireland, July 2013.
  • Wei Chen, Wynne Hsu, Mong Li Lee. Tagcloud-based Explanation with Feedback for Recommender Systems, in 36th ACM SIGIR Conference, Dublin, Ireland, July 2013.
  • Kailun Hu, Wynne Hsu, Mong Li Lee. Utilizing Users' Tipping Points in E-commerce Recommender Systems, in 29th IEEE International Conference on Data Engineering (ICDE), Brisbane, Australia, April 2013.
  • Qiangfeng Peter Lau, Mong Li Lee, Wynne Hsu. Distributed Relational Temporal Difference Learning, in 12th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Minnesota, USA, May 2013.
  • Qiangfeng Peter Lau, Mong Li Lee, Wynne Hsu, Tien Yin Wong. Simultaneously Identifying All True Vessels from Segmented Retinal Images, in IEEE Transactions on Biomedical Engineering (TBME), pp 1851-1858, July 2013.
  • Enliang Xu, Wynne Hsu, Mong Li Lee, Dhaval Patel. Incremental Mining of Top-k Maximal Influential Paths in Network Data, in Transactions on Large-Scale Data and Knowledge-Centered Systems (TLDKS), 2013.
  • Dhaval Patel, Wynne Hsu, Mong Li Lee. Efficient Mining of Lag Patterns in Evolving Time Series, in Transactions on Large-Scale Data and Knowledge-Centered Systems (TLDKS), Vol 11, pp 76-101, 2013.

 

2012

  • Yong San Gilbert Lim, Mong Li Lee, Wynne Hsu. Constrained-MSER Detection of Retinal Pathology, in 21st International Conference on Pattern Recognition, Japan, November 2012.
  • Enliang Xu, Wynne Hsu, Mong Li Lee, Dhaval Patel. Top-k Maximal Influential Paths in Network Data, in 23rd International Conference on Database and Expert Systems Applications (DEXA), Vienna, Austria, September 2012.
  • Carol Cheung, George Thomas, Wanting Tay, Kamran Ikram, Wynne Hsu, Mong Li Lee, Qiangfeng Peter Lau, Tien Yin Wong. Retinal Vascular Fractal Dimension and its Relationship with Cardiovascular and Ocular Risk Factors, in American Journal of Ophthalmology, 154(4), pp 663-674, October 2012.
  • Sasongko MB, Hodgson LA, Wong TY, Kawasaki R, Cheung CY, Hsu W, Lee ML, Lau PQ, Mitchell P, Wang JJ. Correlation and Reproducibility of Retinal Vascular Geometric Measurements for Stereoscopic Retinal Images of the Same Eyes, in Ophthalmic Epidemiology, 19(5), pp 322-327, October 2012. Carol Yim-lui Cheung, George N Thomas, Wanting Tay, M. Kamran Ikram, Wynne Hsu, Mong Li Lee, Qiangfeng Peter Lau, Tien Yin Wong, Retinal Vascular Fractal Dimension and its Relationship with  Cardiovascular and Ocular Risk Factors, American Journal of Ophthalmology, 2012
  • Gang Zhao, Mong Li Lee, Wynne Hsu. Increasing Temporal Diversity with Purchase Intervals, SIGIR 2012, Portland Oregon, USA, August 2012.
  • Dhaval Patel, Chang Sheng, Wynne Hsu, Mong Li Lee. Incorporating Duration Information for Trajectory Classification, in 28th IEEE International Conference on Data Engineering (ICDE), Washington DC, USA, April 2012.
  • Dhaval Patel, Wynne Hsu, Mong Li Lee. Integrating Frequent Pattern Mining from Multiple Data Domains for Classification, in 28th IEEE International Conference on Data Engineering (ICDE), Washington DC, USA, April 2012.
  • Qiangfeng Peter Lau, Mong Li Lee, Wynne Hsu. Coordination Guided Reinforcement Learning, accepted in 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), Spain, June 2012.

2011

·        Dhaval Patel, Wynne Hsu, Mong Li Lee. Discriminative Mutation Chains in Virus Sequences, in 23rd IEEE International Conference on Tools with Artificial Intelligence, Florida, USA, November 2011.

  • Qiangfeng Peter Lau, Mong Li Lee, Wynne Hsu. Distributed Coordination Guidance in Multi-Agent Reinforcement Learning, in 19th IEEE International Conference on Tools with Artificial Intelligence, Florida, USA, November 2011.
  • Shrikant Kashyap, Mong Li Lee, Wynne Hsu. Similar Subsequence Search in Time Series Databases, in 22th International Conference on Database and Expert Systems Applications (DEXA), Linz, Austria, August 2011.
  • Wei Chen, Wynne Hsu, Mong Li Lee. Quaternary Semantic Analysis: Providing Recommendations based on Explicit and Implicit Feedbacks, in 34th International ACM SIGIR Conference, Beijing, China, July 2011.
  • Gang Zhao, Mong Li Lee, Wynne Hsu, Jiawei Zhang. Query-based Personalized Search in Tag Social Systems, in 3rd Workshop on Social Web Search and Mining (SWSM), in conjunction with SIGIR Conference, Beijing, China, July 2011.
  • Zenan Zhou, Wei Wu, Xiaohui Li, Mong Li Lee, Wynne Hsu, “MaxFirst for MaxBRkNN,” 27th IEEE International Conference on Data Engineering (ICDE), Hannover, Germany, April 2011.
  • Carol Cheung, Yingfeng Zheng, Wynne Hsu, Mong Li Lee, Qiangfeng Peter Lau, Paul Mitchell, Jie Jin Wang, Ronald Klein, Tien Yin Wong. Retinal Vascular Tortuosity, Blood Pressure, and Cardiovascular Risk Factors, in Opthalmology, 118(5), pp 812-818, May 2011.
  • Carol Cheung, Wan Ting Tay, Paul Mitchell, Jie Jin Wang, Wynne Hsu, Mong Li Lee, Qiangfeng Peter Lau, Ai Ling Zhu, Ronald Klein, Seang Mei Saw, Tien Yin Wong. Quantitative and Qualitative Retinal Microvascular Characteristics and Blood Pressure, in Journal of Hypertension, 29(7), pp 1380-1391, July 2011.

 

2010

  • Sheng Chang, Wynne Hsu, M. L. Lee, Victor Tong, S. K. Ng, “Mining Mutation Chains in Biological Sequences,” ICDE 2010.
  • Dhaval Patel, Wynne Hsu, Mong Li Lee, Srinivasan Parthasarathy. “Lag Patterns in Time Series Databases,” 21th International Conference on Database and Expert Systems Applications (DEXA), Linz, Austria, September 2010.
  • Chang Sheng, Yu Zheng, Wynne Hsu, Mong Li Lee, Xing Xie. Answering Top-k Similar Region Search Queries, in 15th International Conference on Database Systems for Advanced Applications (DASFAA), Tsukuba, Japan, April 2010.
  • Muhammad Sasongko, Jie Jin Wang, Kim Donaghue, Ning Cheung, Paul Benitez-Aguirre, Alicia Jenkins, Wynne Hsu, Mong Li Lee, Tien Yin Wong. Alterations in Retinal Microvascular Geometry in Young Type 1 Diabetes, in Diabetes Care, 33(6), pp 1331-1336, 2010.
  • Haitao Li, Paul Mitchell, Gerald Liew, Elena Rochtchina, Annette Kifley, Tien Yin Wong, Wynne Hsu, Mong Li Lee, Yong Ping Zhang, Jie Jin Wang. Lens Opacity and Refractive Influences on the Measurement of Retinal Vascular Fractal Dimension, in Acta Ophthalmologica, 88(6), pp 234-240, 2010.
  • Carol Cheung, Wynne Hsu, Mong Li Lee, Jie Jin Wang, Paul Mitchell, Qiangfeng Peter Lau, Haslina Hamzah, Maisie Ho and Tien Yin Wong. A New Method to Measure Peripheral Retinal Vascular Caliber over an Extended Area, in Microcirculation, 17(7), 2010.
  • Victoria Cosatto, Gerald Liew, Elena Rochtchina, Alain Wainwright, Yong Ping Zhang, Wynne Hsu, Mong Li Lee, Qiangfeng Peter Lau, Haslina Hamzah, Paul Mitchell, Tien Yin Wong, Jie Jin Wang. Retinal Vascular Fractal Dimension Measurement and its Influence from Imaging Variation: Results of Two Segmentation Methods, in Current Eye Research, 35(9), pp 850-856, 2010.
  • Alan Wainwright, Gerald Liew, George Burlutsky, Elena Rochtchina, Yong Ping Zhang, Wynne Hsu, Mong Li Lee, Tien Yin Wong, Paul Mitchell, and Jie Jin Wang. “Effect of Image Quality, Effect of Image  Quality, Color and Format on the Measurement of Retinal Vascular Fractal Dimension,”  Investigative Ophthalmology and Visual Science, 51(11), pp 5525-5529, 2010.
  • Gerald Liew, Paul Mitchel1, Elena Rochtchina, Tien Yin Wong, Wynne Hsu, Mong Li Lee, Alan Wainwright, Jie Jin Wang. Fractal analysis of retinal microvasculature and coronary heart disease mortality, in European Heart Journal, 2010.

 

2009

  • N. Cheung, K. C. Donaghue, G. Liew, S. L. Rogers, J. J. Wang, S. W. Lim, A. J. Jenkins, Wynne Hsu, M. L. Lee T. Y. Wong, “Quantitative Assessment of Early Diabetic Retinopathy Using Fractal Analysis,” Diabetes Care, 32:1, 106-110, 2009.
  • Li Ling, Mong Li Lee, Wynne Hsu. Prufer Based Approach to Process Top-k Queries in XML. DEXA 2009.
  • Chen Chaohai, Wynne Hsu, Mong Li Lee. Discovering Trends and Relationships Among Rules. DEXA 2009.
  • Wynne Hsu, Peter Lau, Mong Li Lee.  Detecting Aggregate Inconguities in XML. DASFAA, 2009.
  • Mong Li Lee, Wynne Hsu, Li Ling, Tok Wee Kyong. Consistent Top-k Queries over Time. DASFAA 2009.
  • Jin Chen, Liping Ji, Wynne Hsu, Kian Lee, Tan, Sue Rhee. Exploiting Domain Knowledge to Improve Biological Significance of Biclusters with Key Missing Genes, The 25th International Conference on Data Engineering (ICDE 2009), Shanghai, China, April 2009.
  • Yongping Zhang, Wynne Hsu, Mong Li Lee. Detection of Retinal Blood Vessels Based on Nonlinear Projections, in Signal Processing Systems , 55(1-3), pp 103-112, 2009.
  • Dhaval Patel, Chidansh Amitkumar Bhatt, Wynne Hsu, Mong Li Lee, Mohan S. Kankanhalli. Analyzing Abnormal Events from Spatio-temporal Trajectories, in ICDM Workshop on Spatial and Spatiotemporal Data Mining, 2009.

 

 

2008

  • Yong Ping Zhang, Wynne Hsu, Mong Li Lee. Detection of Retinal Blood Vessels Based on Nonlinear Projections, Journal of VLSI Signal Processing Systems for Signal Image and Video Technology, 2008.
  • Gerald Liew, Jie Jin Wang, Ning Cheung, Yong Ping Zhang, Wynne Hsu, Mong Li Lee, Paul Mitchell, Gabriella Tikellis, Bronwen Taylor, Tien Yin Wong. The Retinal Vasculature as a Fractal: Methodology, Reliability, and Relationship to Blood Pressure, Ophthalmology, 115:11, 1951-1956, 2008.
  • Dhaval Patel, Wynne Hsu, Mong Li Lee. Mining Relationshps among Interval-based Events for Classification, ACM SIGMOD/PODS Conference 2008, Vancouver, Canada, June 2008.
  • Sheng Chang, Wynne Hsu, Mong Li Lee, Anthony Tung. Discovering Spatial Interaction Patterns, The 13th International Conference on Database Systems for Advanced Applications (DASFAA) 2008, New Delhi, India, March 2008.
  • 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.
  • Sheng Chang, Wynne Hsu, Mong Li Lee. Discovering Geographical-specific Interests from Web Click Data, The 1st International Workshop on Location and the Web in conjunction with the WWW 2008 Conference, Beijing, China, April 2008.
  • Liang Huai Yang, Mong Li Lee, Wynne Hsu, Decai Huang, Limsoon Wong. Efficient mining of frequent XML query patterns with repeating-siblings, Information and Software Technology, 50:5, 375–389, 2008.

2007

  • Minghua Zhang, Wynne Hsu, Mong Li Lee. Finding Orientation-Sensitive Patterns in Snapshot Databases, 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Patras, Greece, Oct 2007.
  • Qiangfeng Lau, Wynne Hsu, Mong Li Lee, Yin Mao, Liang Chen. Prediction of Cerebral Aneurysm Rupture, 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Patras, Greece, Oct 2007.
  • Minghua Zhang, Wynne Hsu, Mong Li Lee. Mining Prevalence-based Ratio Patterns, 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Patras, Greece, Oct 2007.
  • Yongping Zhang, Wynne Hsu, Mong Li Lee. Segmentation of Retinal Vessels Using Nonlinear Projections. Proceedings of the IEEE International Conference on Image Processing (ICIP), San Antonio, Texas, Sept 2007.
  • Hanyu Li, M. L. Lee, Wynne Hsu, Ling Li. A Path-Based Approach for Efficient Structural Join with Not-Predicates, 12th International Conference on Database Systems for Advanced Applications (DASFAA), Thailand, April 2007.
  • 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.
  • J. Chen, Wynne Hsu, M. L. Lee, S.K. Ng. Labeling network motifs in protein interactomes for protein function prediction, The 23rd International Conference on Data Engineering, Istanbul, Turkey, April 17-20, 2007.
  • L. H. Yang, M. L. Lee, Wynne Hsu. Efficient Mining of Frequent XML Query Patterns with Repeating-Siblings, accepted for Publication in Information and Software Technology, Feb 2007.

2006

  • Jin Chen, Hon Nian Chua, Wynne Hsu, Mong-Li Lee, See-Kiong Ng, Rintaro Saito, Wing-Kin Sung, Limsoon Wong. Increasing Confidence of Protein-Protein Inteactomes. Proceedings of 17th International Conference on
    Genome Informatics (GIW 2006), pages 284--297, Yokohama, Japan, 18-20 December 2006.
  • Guimei Liu, Jinyan Li, Limsoon Wong and Wynne Hsu. Positive Borders or Negative Borders: How to Make Lossless Generator-based Representations Concise, The Proceedings of the Sixth SIAM International Conference on Data Mining (SDM 2006), pages 469--473. April 20-22, Maryland, USA.
  • Y. Zheng, Wynne Hsu, M. L. Lee, Limsoon Wong. Exploring Essential Attributes For Detecting MicroRNA Precursors From Background Sequences, The 32 nd International Conference on Very Large Data Bases Wokrshop on Data Mining in Bioinformatics, Seoul, Korea, 2006.
  • J. Chen, Wynne Hsu, M. L. Lee, S.K. Ng. Increasing Confidence of Protein Interactomes using Network Topological Metrics,  Bioinformatics, 22:16, 2006.
  • J. Chen, Wynne Hsu, M. L. Lee, S.K. Ng. NeMoFinder: Dissecting genome wide protein-protein interactions with repeated and unique network motifs, The Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, USA, August 20 - 23, 2006.    
  • M. H. Zhang, Wynne Hsu, M. L. Lee. Mining Progressive Confident Rules, The Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Philadelphia, USA, August 20 - 23, 2006.    
  • L. Li, M. L. Lee, Wynne Hsu. Rewriting Queries for XML Integration Systems, The 17th International Conference on Database and Expert Systems Applications, Krakow, Poland, 4-8 September 2006.
  • L. H.Yang, Wynne Hsu, M.L.Lee, L.Wong. Identification of MicroRNA Precursors via SVM, in Proc. 4th Asia-Pacific Bioinformatics Conference, pages 267-276, Taipei, Taiwan, February 2006.
  • Junmei Wang, Wynne Hsu, M. L. Lee. A Partition-Based Approach to Graph Mining, in 22th International Conference on Data Engineering (ICDE), Atlanta, USA, April 2006.
  • Hanyu Li, M. L. Lee, Wynne Hsu, Gao Cong. An Estimation System for XPath Expressions, in 22th International Conference on Data Engineering (ICDE), Atlanta, USA, April 2006.
  • Chang Sheng, Wynne Hsu, Mong Li Lee. ining Dense Periodic Patterns in Time Series Data, in 22th International Conference on Data Engineering (ICDE), Atlanta, USA, April 2006.
  • Chenyi Xia, Wynne Hsu, Mong Li Lee, Ooi Beng Chin. BORDER: Efficient Computation of Boundary Points, in IEEE Transaction of Knowledge and Data Engineering, 18:2, 289-303, 2006.

 

2005

  • Feng Zhou, Wynne Hsu, Mong Li Lee. Efficient Pattern Discovery for Semistructured Data, in the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Hong Kong, November 2005.
  • Junmei Wang, Wynne Hsu, Mong Li Lee. A Framework for Mining Topological Patterns in Spatio-temporal Databases, in ACM Fourteenth Conference on Information and Knowledge Management (CIKM), Bremen, Germany, Nov 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.
  • Hanyu Li, Mong Li Lee,Wynne Hsu. A Path-Based Labeling Scheme for Efficient Structural Join, in Third International XML Database Symposium
    (XSym 2005),
    in conjunction with VLDB 2005 Trondheim, Norway, August 2005.
  • Hanyu Li, Mong Li Lee, Wynne Hsu. A Histogram-Based Selectivity Estimator for Skewed XML Data, in 16th International Conference on Database and Expert Systems Applications (DEXA), Copenhagen, Denmark, Aug 2005.
  • Junmei Wang, Wynne Hsu, Mong Li Lee. Mining Generalized Spatio-Temporal Patterns, in 10th International Conference on Database Systems for Advanced Applications (DASFAA), Beijing, China, April 2005.
  • Zhipeng Xie, Qing Zhang, Wynne Hsu, Mong Li Lee. Enhancing SNNB with Local Accuracy Estimation and Ensemble Techniques, in 10th International Conference on Database Systems for Advanced Applications (DASFAA), Beijing, China, April 2005.
  • Junmei Wang, Wynne Hsu, Mong Li Lee. Mining in Spatio-Temporal Databases, book chapter in Spatial Databases: Technologies, Techniques and Trends , Yannis Manalopoulos, Apostolos N. Papadopoulos, Michael Gr. Vassilakopoulos (Eds.), ISBN: 159140388-X, Idea Group Publishing, 2005.
  • P.M.D.S Pallawala, Wynne Hsu, Mong Li Lee, Say Song Goh. Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors, in IEEE Workshop on Application of Computer Vision (WACV), Colorado, USA, January 2005.
  • Huiqi Li, Wynne Hsu, Mong Li Lee, Tien Yin Wong. Automatic Grading of Retina Vessel Caliber, IEEE Transactions on Biomedical Engineering, 52:7, 1352-1355, 2005.
  • Chen Jin, Wynne Hsu, Mong Li Lee, See-Kiong Ng. Discovering Reliable Protein Interactions from High-Throughput Experimental Data using Network Topology. Artificial Intelligence in Medicine (AIIM Special Issue on Computational Intelligence Techniques in Bioinformatics), 35:2, 37-47, 2005.
  • Ji Zhang, Wynne Hsu, Mong Li Lee. Clustering in Dynamic Spatial Databases, in Journal of Intelligent Information Systems, 24:2, 5-27, Kluwer Publishers,  2005.

2004

  • Liang-Huai Yang, Mong Li Lee, Wynne Hsu. Finding Hot Query Patterns over an XQuery Stream, in The VLDB Journal (Special Issue on Data Stream Processing) , J. Gehrke and J. Hellerstein (Eds.), Volume 13, Number 4, December 2004.
  • Junmei Wang, Wynne Hsu, Mong Li Lee, Jason Wang. FlowMiner: Finding Flow Patterns in Spatio-temporal Databases, in 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Boca Raton, Florida, November 2004.
  • Wynne Hsu, Mong Li Lee, Xiaodong Wu. Path-Augmented Keyword Search for XML Documents, in 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Boca Raton, Florida, November 2004.
  • Chen Jin, Wynne Hsu, Mong Li Lee, See-Kiong Ng. Systematic Assessment of High-Throughput Experimental Data for Reliable Protein Interactions using Network Topology, in 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Boca Raton, Florida, November 2004.
  • Hanyu Li, Mong Li Lee, Wynne Hsu, Chen Chao. An Evaluation of XML Indexes for Structural Join, in Sigmod Record, Volume 33, Issue 3, September 2004.
  • Liang-Huai Yang, Mong Li Lee, Wynne Hsu, Xinyu Guo. 2PXMiner - An Efficient Two Pass Mining of Frequent XML Query Patterns (Poster), in 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Seattle, WA, USA, August 2004.
  • 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.
  • Xiaodong Wu, Mong Li Lee, Wynne Hsu. A Prime Number Labeling Scheme for Dynamic Ordered XML Trees, in 20th International Conference on Data Engineering (ICDE), Boston, USA, March 2004.
  • Mong Li Lee, Hanyu Li, Wynne Hsu, Beng Chin Ooi. A Statistical Approach for XML Query Size Estimation, in EDBT Workshop on Database Technologies for Handling XML information on the Web (DataX) , Crete, Greece, March 2004.
  • Liang Huai Yang, Mong Li Lee, Wynne Hsu. Approximate Counting of Frequent Query Patterns over XQuery Stream, in 9th International Conference on Database Systems for Advanced Applications (DASFAA), Korea, March 2004.
  • Xi Zhang, Liang Huai Yang, Mong Li Lee, Wynne Hsu. Scaling SDI Systems via Query Clustering and Aggregation, in 9th International Conference on Database Systems for Advanced Applications (DASFAA), Korea, March 2004.
  • Bin Fang, Wynne Hsu and Mong Li Lee. Techniques for Temporal Registration of Retinal Images, in IEEE International Conference on Image Processing, Singapore, October 2004.
  • P.M.D.S Pallawala, Wynne Hsu, Mong Li Lee, Kah-Guan Au Eong. Automated Optic Disc Localization and Contour Detection Using Ellipse Fitting and Wavelet Transform, in 8th European Conference on Computer Vision (ECCV), Prague, Czech Republic, May 2004.
  • Yuna Hou, Wynne Hsu, Mong Li Lee, Chris Bystroff. Remote Homolog Detection Using Local Sequence-Structure Correlations, in PROTEINS Structure, Function, and Bioinformatics, John Wiley, 2004.
  • Jemmy Soenjaya, Wynne Hsu, Mong Li Lee, Tachyang Lee. Mining Wafer Fabrication: Framework and Challenges, book chapter in New Generation of Data Mining Applications, Jozef M Zurada (ed.), John Wiley, 2004.
  • Wynne Hsu, Mong Li Lee, Jing Dai. Finding Patterns in Image Databases, book chapter in Leondes/Business and Technology of the New Millenium, Cornelius T. Leondes (ed.), Kluwer Publishers,  2004.
  • Junmei Wang, Wynne Hsu, Mong Li Lee. Discovering Geographical Features for Location-Based Services, in 9th International Conference on Database Systems for Advanced Applications (DASFAA), Korea, March 2004.

2002-2003

2000-2001

1998-1999

1992-1997

  • 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.