55 search results - page 2 / 11 » Feature Selection via Maximizing Fuzzy Dependency |
FUZZIEEE
2007
IEEE
13 years 12 months ago
2007
IEEE
— One of the main obstacles facing the application of computational intelligence technologies in pattern recognition (and indeed in many other tasks) is that of dataset dimension...
ICPR
2006
IEEE
14 years 6 months ago
2006
IEEE
We present a framework that enables the use of traditional feature selection algorithms in a new context - for building a set of subsets of specified properties. During the course...
TNN
2010
13 years 9 days ago
2010
We consider the problem of semi-supervised feature selection, where we are given a small amount of labeled examples and a large amount of unlabeled examples. Since a small number ...
ICIP
2006
IEEE
14 years 7 months ago
2006
IEEE
This paper describes an efficient feature selection method that quickly selects a small subset out of a given huge feature set; for building robust object detection systems. In th...
NIPS
2003
13 years 7 months ago
2003
New feature selection algorithms for linear threshold functions are described which combine backward elimination with an adaptive regularization method. This makes them particular...