Spatio-Temporal Mining Publications

  • 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.
  • 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.
  • 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.
  • 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.
  • 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.    
  • 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.
  • Chang Sheng, Wynne Hsu, Mong Li Lee. Mining 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, 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.
  • 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.
  • 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.
  • Junmei Wang, Wynne Hsu, Mong Li Lee, Jason Wang. FlowMiner: Finding Flow Patterns in Spatio-temporal Databases, in 16th IEEE International Conference on
  • Ji Zhang, Wynne Hsu, Mong Li Lee. Clustering in Dynamic Spatial Databases, accepted for publication in Journal of Intelligient Information Systems , 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.