Modeling Spatio-Temporal Co-occurrence Patterns
People
James P. Rogers
James A. Shine
Pradeep Mohan
Proposal (authentication required)
Publications
1- Journal
- M. Celik, Shashi Shekhar, J. P. Rogers, and J. A. Shine, Mixed-Drove Spatio-Temporal Co-occurrence Pattern Mining, Accepted by the IEEE Transactions on Knowledge and Data Engineering (TKDE), 2008. (PDF)
2- Conferences
- Rogers, Shine, Shekhar and Celik, "Modeling Co-occurrence Patterns in Space and Time", Army Conference on Applied Statistics, October 2006.
- M. Celik, S. Shekhar, J. P. Rogers, and J. A. Shine, Sustained Emerging Spatio-Temporal Co-occurrence Pattern Mining: A Summary of Results (Invited Paper), in Proc. of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Washington D.C., November 13-15, 2006. (PDF)
- M. Celik, Shashi Shekhar, J. P. Rogers, J. A. Shine, and J. S. Yoo, Mixed-Drove Spatio-Temporal Co-occurrence Pattern Mining:A Summary of Results, in Proc. of the 2006 IEEE International Conference on Data Mining (ICDM), Hong Kong, December 18-22, 2006. (PDF)
- M. Celik, S. Shekhar, J. P. Rogers, J. A. Shine, and J. M. Kang, Mining At Most Top-K% Mixed-drove Spatio-temporal Co-occurrence Patterns: A Summary of Results, in Proc. of the Workshop on Spatio-Temporal Data Mining (In conjunction with ICDE 2007), Istanbul, Turkey, April 15-20, 2007. (PDF)
- J. Shine, J. Rogers, S. Shekhar and M. Celik, “Temporal Extensions to Spatial Statistical Metrics”, proceedings of the Joint Statistical Meetings 2007, Salt Lake City, UT, August 2007.
3- Technical paper
- M. Celik, S. Shekhar, J. P. Rogers, J. A. Shine, Mixed-Drove Spatio-Temporal Co-occurrence Pattern Mining, University of Minnesota, Department of Computer Science, Technical Report, no. 08-015, 2007. (PDF)
4- Posters
- Spatio-Temporal Co-occurrence Patterns: An Approach to Knowledge Discovery from Spatio-Temporal Databases” , Data Mining Open House, University of Minnesota, Digital Technology Center, 23 March 2006.
5- Slides
- Modeling Spatial Spatio-temporal Co-occurrence Patterns Ph.D. Defense Slides (Mete Celik) (PPT)
Software (authentication required)