3507 search results - page 49 / 702 » Feature selection toolbox |
138
click to vote
ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
In this paper we deal with the problem of feature selection by introducing a new approach based on Gravitational Search Algorithm (GSA). The proposed algorithm combines the optimi...
129
click to vote
CIKM
2011
Springer
14 years 1 months ago
2011
Springer
Traditional feature selection methods assume that the data are independent and identically distributed (i.i.d.). In real world, tremendous amounts of data are distributed in a net...
130
click to vote
CVPR
2005
IEEE
16 years 4 months ago
2005
IEEE
We propose an approximate Bayesian approach for unsupervised feature selection and density estimation, where the importance of the features for clustering is used as the measure f...
119
click to vote
ECCV
2004
Springer
16 years 3 months ago
2004
Springer
Abstract. We address the problem of selecting a subset of the most relevant features from a set of sample data in cases where there are multiple (equally reasonable) solutions. In ...
115
click to vote
ICASSP
2007
IEEE
15 years 8 months ago
2007
IEEE
This paper proposes a novel feature selection method based on twostage analysis of Fisher Ratio and Mutual Information for robust Brain Computer Interface. This method decomposes ...