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» Spatial Data Mining: A Database Approach
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KDD
2004
ACM
157views Data Mining» more  KDD 2004»
14 years 22 days ago
Fast mining of spatial collocations
Spatial collocation patterns associate the co-existence of nonspatial features in a spatial neighborhood. An example of such a pattern can associate contaminated water reservoirs ...
Xin Zhang, Nikos Mamoulis, David W. Cheung, Yutao ...
KDD
1995
ACM
87views Data Mining» more  KDD 1995»
13 years 11 months ago
Conceptual Clustering in Structured Databases: A Practical Approach
A. Ketterlin, Pierre Gançarski, Jerzy J. Ko...
VLDB
1998
ACM
312views Database» more  VLDB 1998»
13 years 11 months ago
WaveCluster: A Multi-Resolution Clustering Approach for Very Large Spatial Databases
Many applications require the management of spatial data. Clustering large spatial databases is an important problem which tries to find the densely populated regions in the featu...
Gholamhosein Sheikholeslami, Surojit Chatterjee, A...
KDD
2003
ACM
162views Data Mining» more  KDD 2003»
14 years 7 months ago
Improving spatial locality of programs via data mining
In most computer systems, page fault rate is currently minimized by generic page replacement algorithms which try to model the temporal locality inherent in programs. In this pape...
Karlton Sequeira, Mohammed Javeed Zaki, Boleslaw K...
ICDE
2000
IEEE
118views Database» more  ICDE 2000»
14 years 8 months ago
Mining Recurrent Items in Multimedia with Progressive Resolution Refinement
Despite the overwhelming amounts of multimedia data recently generated and the significance of such data, very few people have systematically investigated multimedia data mining. ...
Hua Zhu, Jiawei Han, Osmar R. Zaïane