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» Discovering Spatial Interaction Patterns
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DASFAA
2008
IEEE
109views Database» more  DASFAA 2008»
13 years 11 months ago
Discovering Spatial Interaction Patterns
Abstract. Advances in sensing and satellite technologies and the growth of Internet have resulted in the easy accessibility of vast amount of spatial data. Extracting useful knowle...
Chang Sheng, Wynne Hsu, Mong Lee, Anthony K. H. Tu...
PKDD
2007
Springer
130views Data Mining» more  PKDD 2007»
13 years 11 months ago
Discovering Emerging Patterns in Spatial Databases: A Multi-relational Approach
Abstract. Spatial Data Mining (SDM) has great potential in supporting public policy and in underpinning society functioning. One task in SDM is the discovery of characterization an...
Michelangelo Ceci, Annalisa Appice, Donato Malerba
KDD
2005
ACM
137views Data Mining» more  KDD 2005»
14 years 5 months ago
A generalized framework for mining spatio-temporal patterns in scientific data
In this paper, we present a general framework to discover spatial associations and spatio-temporal episodes for scientific datasets. In contrast to previous work in this area, fea...
Hui Yang, Srinivasan Parthasarathy, Sameep Mehta
DMKD
2004
ACM
127views Data Mining» more  DMKD 2004»
13 years 10 months ago
Discovering spatial patterns accurately with effective noise removal
Cluster analysis is a common approach to pattern discovery in spatial databases. While many clustering techniques have been developed, it is still challenging to discover implicit...
Yu Qian, Kang Zhang
KDD
2004
ACM
145views Data Mining» more  KDD 2004»
14 years 5 months ago
Discovering Spatial Relationships Between Approximately Equivalent Patterns in Contact Maps
Keith Marsolo, Hui Yang, Srinivasan Parthasarathy,...