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» Toward Optimal Feature Selection
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PAMI
2010
131views more  PAMI 2010»
14 years 10 months ago
On the Complexity of Discrete Feature Selection for Optimal Classification
José M. Peña, Roland Nilsson
ESWA
2008
141views more  ESWA 2008»
14 years 11 months ago
Classifier design with feature selection and feature extraction using layered genetic programming
This paper proposes a novel method called FLGP to construct a classifier device of capability in feature selection and feature extraction. FLGP is developed with layered genetic p...
Jung-Yi Lin, Hao-Ren Ke, Been-Chian Chien, Wei-Pan...
PKDD
2009
Springer
152views Data Mining» more  PKDD 2009»
15 years 6 months ago
Feature Selection for Value Function Approximation Using Bayesian Model Selection
Abstract. Feature selection in reinforcement learning (RL), i.e. choosing basis functions such that useful approximations of the unkown value function can be obtained, is one of th...
Tobias Jung, Peter Stone
GECCO
2005
Springer
160views Optimization» more  GECCO 2005»
15 years 5 months ago
Automatic feature selection in neuroevolution
Shimon Whiteson, Peter Stone, Kenneth O. Stanley, ...
COLING
2010
14 years 6 months ago
A Review Selection Approach for Accurate Feature Rating Estimation
In this paper, we propose a review selection approach towards accurate estimation of feature ratings for services on participatory websites where users write textual reviews for t...
Chong Long, Jie Zhang, Xiaoyan Zhu