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KDD
1995
ACM
92views Data Mining» more  KDD 1995»
13 years 8 months ago
A Database Interface for Clustering in Large Spatial Databases
Martin Ester, Hans-Peter Kriegel, Xiaowei Xu
ICDE
1998
IEEE
122views Database» more  ICDE 1998»
14 years 6 months ago
A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases
Xiaowei Xu, Martin Ester, Hans-Peter Kriegel, J&ou...
VLDB
1998
ACM
312views Database» more  VLDB 1998»
13 years 9 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...
DATAMINE
1999
113views more  DATAMINE 1999»
13 years 4 months ago
A Fast Parallel Clustering Algorithm for Large Spatial Databases
The clustering algorithm DBSCAN relies on a density-based notion of clusters and is designed to discover clusters of arbitrary shape as well as to distinguish noise. In this paper,...
Xiaowei Xu, Jochen Jäger, Hans-Peter Kriegel
GIS
2007
ACM
14 years 5 months ago
Cluster By: a new sql extension for spatial data aggregation
The development of areas such as remote and airborne sensing, location based services, and geosensor networks enables the collection of large volumes of spatial data. These datase...
Chengyang Zhang, Yan Huang