1382 search results - page 17 / 277 » An Experimental Study on Feature Subset Selection Methods |
216
Voted
IWANN
2011
Springer
14 years 6 months ago
2011
Springer
In recent years, the increasing interest in fuzzy rough set theory has allowed the definition of novel accurate methods for feature selection. Although their stand-alone applicati...
109
Voted
TNN
2008
15 years 3 months ago
2008
In this paper, we argue that for a C-class classification problem, C 2-class classifiers, each of which discriminating one class from the other classes and having a characteristic ...
160
Voted
PRL
2007
15 years 3 months ago
2007
: We propose a new feature selection strategy based on rough sets and Particle Swarm Optimization (PSO). Rough sets has been used as a feature selection method with much success, b...
128
Voted
ICML
1996
IEEE
16 years 4 months ago
1996
IEEE
In this paper, we examine a method for feature subset selection based on Information Theory. Initially, a framework for de ning the theoretically optimal, but computationally intr...
121
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
In the standard feature selection problem, we are given a fixed set of candidate features for use in a learning problem, and must select a subset that will be used to train a mode...