A novel spatio-temporal data analysis approach based on prospective support vector clustering

15th Workshop on Information Technology and Systems, WITS 2005

Volumn , Issue , 2005, Pages 129-134

  Chang, Wei ^a   Zeng, Daniel ^a   Chen, Hsinchun ^a  

^a UNIVERSITY OF ARIZONA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ANALYSIS APPROACH; INCREMENTAL CHANGES; ONLINE SURVEILLANCES; ROBUST CLUSTERING; SPATIAL CLUSTERING; SPATIO-TEMPORAL DATA; SPATIO-TEMPORAL DATA MINING; SUPPORT VECTOR CLUSTERING;

CLUSTERING ALGORITHMS;

EID: 84905720734     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Kulldorff, M. (1997). "A Spatial Scan Statistic." Communs Statist. Theory Meth 26(6): 1481-1496.
2. Kulldorff, M. (2001). "Prospective time periodic geographical disease surveillance using a scan statistic." Journal of the Royal Statistical Society A 164: 61-72.
3. RogerSon, P. A. (1997). "Surveillance systems for monitoring the development of spatial patterns." Statistics In Medicine 16(18): 2081-2093.
4. Yao, X. (2003). Research Issues in Spatio-temporal Data Mining. UCGIS workshop on Geospatial Visualization and Knowldge Discovery, Lansdowne, Virginia.
5. Zeng, D., W. Chang and H. Chen (submitted, 2004). "Clustering-based Spatio-Temporal Hotspot Analysis Techniques in Security Informatics." IEEE Transactions on Intelligent Transportation Systems.