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» Feature Selection for Complex Patterns
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KDD
2010
ACM
274views Data Mining» more  KDD 2010»
13 years 10 months ago
Grafting-light: fast, incremental feature selection and structure learning of Markov random fields
Feature selection is an important task in order to achieve better generalizability in high dimensional learning, and structure learning of Markov random fields (MRFs) can automat...
Jun Zhu, Ni Lao, Eric P. Xing
SLSFS
2005
Springer
13 years 11 months ago
Is Feature Selection Still Necessary?
Amir Navot, Ran Gilad-Bachrach, Yiftah Navot, Naft...
CIARP
2007
Springer
13 years 7 months ago
Conditional Mutual Information Based Feature Selection for Classification Task
Jana Novovicová, Petr Somol, Michal Haindl,...
PR
2002
270views more  PR 2002»
13 years 5 months ago
Feature selection toolbox
A software package developed for the purpose of feature selection in statistical pattern recognition is presented. The software tool includes both several classical and new method...
Petr Somol, Pavel Pudil