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» Decision Trees for Uncertain Data
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TKDD
2008
52views more  TKDD 2008»
13 years 9 months ago
Privacy-preserving decision trees over vertically partitioned data
Jaideep Vaidya, Chris Clifton, Murat Kantarcioglu,...
JCST
2007
76views more  JCST 2007»
13 years 9 months ago
A Semi-Random Multiple Decision-Tree Algorithm for Mining Data Streams
Xuegang Hu, Pei-Pei Li, Xindong Wu, Gong-Qing Wu
ICDM
2005
IEEE
143views Data Mining» more  ICDM 2005»
14 years 3 months ago
Effective Estimation of Posterior Probabilities: Explaining the Accuracy of Randomized Decision Tree Approaches
There has been increasing number of independently proposed randomization methods in different stages of decision tree construction to build multiple trees. Randomized decision tre...
Wei Fan, Ed Greengrass, Joe McCloskey, Philip S. Y...