Publications

Spatial-Temporal Data Mining

1. Dhaval Patel, Wynne Hsu, Mong Li Lee. Mining Relationshps among Interval-based Events for Classification, accepted in ACM SIGMOD International Conference on Management of Data, Vancouver, Canada, June 2008.

2. Chang Sheng, Wynne Hsu, Mong Li Lee, Anthony Tung. Discovering Spatial Interaction Patterns, in 13th International Conference on Database Systems for Advanced Applications (DASFAA), New Delhi, India, March 2008.

3. Wynne Hsu, Mong Li Lee, Junmei Wang. Temporal and Spatio-Temporal Data Mining, ISBN: 978-1-59904-387-6, IGI Publishing, 2007.

4. Minghua Zhang, Wynne Hsu, Mong Li Lee. Finding Orientation-Sensitive Patterns in Snapshot Databases, in 19th IEEE International Conference on Tools with Artificial Intelligence, Patras, Greece, October 2007.

5. Minghua Zhang, Wynne Hsu, Mong Li Lee. Mining Prevalence-based Ratio Patterns, in 19th IEEE International Conference on Tools with Artificial Intelligence, Patras, Greece, October 2007.

6. Minghua Zhang, Wynne Hsu, Mong Li Lee. Mining Progressive Confident Rules (Poster), in 12th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (SIGKDD), Philadelphia, USA, August 2006.

7. Junmei Wang, Wynne Hsu, Mong Li Lee. A Partition-Based Approach to Graph Mining, in IEEE 22nd International Conference on Data Engineering (ICDE), Atlanta, Georgia, April 2006.

8. Chang Sheng, Wynne Hsu, Mong Li Lee. Mining Dense Periodic Patterns in Time Series Data (Poster), in IEEE 22nd International Conference on Data Engineering (ICDE), Atlanta, Georgia, April 2006. (Technical Report: NUS TRA20/05)

9. 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.

10. Ji Zhang, Wynne Hsu, Mong Li Lee. Clustering in Dynamic Spatial Databases, in Journal of Intelligient Information Systems , Vol 24, No. 1, Springer, 2005.

11. 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.

12. 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.

13. 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.

14. 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.