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ICDM
2005
IEEE
149views Data Mining» more  ICDM 2005»
14 years 4 months ago
A Join-Less Approach for Co-Location Pattern Mining: A Summary of Results
Spatial co-location patterns represent the subsets of features whose instances are frequently located together in geographic space. Co-location pattern discovery presents challeng...
Jin Soung Yoo, Shashi Shekhar, Mete Celik
ICTAI
2006
IEEE
14 years 4 months ago
On the Relationships between Clustering and Spatial Co-location Pattern Mining
The goal of spatial co-location pattern mining is to find subsets of spatial features frequently located together in spatial proximity. Example co-location patterns include servi...
Yan Huang, Pusheng Zhang
KDD
2004
ACM
145views Data Mining» more  KDD 2004»
14 years 11 months ago
Discovering Spatial Relationships Between Approximately Equivalent Patterns in Contact Maps
Keith Marsolo, Hui Yang, Srinivasan Parthasarathy,...
MLDM
2009
Springer
14 years 5 months ago
Regional Pattern Discovery in Geo-referenced Datasets Using PCA
Existing data mining techniques mostly focus on finding global patterns and lack the ability to systematically discover regional patterns. Most relationships in spatial datasets ar...
Oner Ulvi Celepcikay, Christoph F. Eick, Carlos Or...
WSDM
2012
ACM
304views Data Mining» more  WSDM 2012»
12 years 6 months ago
Beyond co-occurrence: discovering and visualizing tag relationships from geo-spatial and temporal similarities
Studying relationships between keyword tags on social sharing websites has become a popular topic of research, both to improve tag suggestion systems and to discover connections b...
Haipeng Zhang, Mohammed Korayem, Erkang You, David...