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78
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SEKE
2005
Springer
15 years 3 months ago
A Reuse-based Spatial Data Preparation Framework for Data Mining
The constant increase in use of geographic data in different application domains has resulted in large amounts of data stored in spatial databases and in the desire of data mining....
Vania Bogorny, Paulo Martins Engel, Luis Otá...
96
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SDM
2004
SIAM
166views Data Mining» more  SDM 2004»
14 years 11 months ago
A Framework for Discovering Co-Location Patterns in Data Sets with Extended Spatial Objects
Hui Xiong, Shashi Shekhar, Yan Huang, Vipin Kumar,...
ISASSCI
2001
14 years 11 months ago
Data Mining Architectures - A Comparative Study
Data mining is the process of deriving knowledge from data. The architecture of a data mining system plays a significant role in the efficiency with which data is mined. It is pro...
Thomas Thomas, Sanjeev Jayakumar, B. Muthukumaran
92
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TMM
2002
104views more  TMM 2002»
14 years 10 months ago
Spatial contextual classification and prediction models for mining geospatial data
Modeling spatial context (e.g., autocorrelation) is a key challenge in classification problems that arise in geospatial domains. Markov random fields (MRF) is a popular model for i...
Shashi Shekhar, Paul R. Schrater, Ranga Raju Vatsa...
JCP
2008
174views more  JCP 2008»
14 years 10 months ago
Design and Implementation of Spatial Data Mining System (M-SDM) based on MATLAB
Taking the design of data analyzing software for imaging brain function -- SPM (Statistical Parameters Mapping) for reference, this study combined MATLAB, GIS and SDM organically, ...
Lu Zhao, Xinqi Zheng, Shuqing Wang