1915 search results - page 10 / 383 » A Novel Feature Selection Algorithm Based on Hypothesis-Marg... |
105
Voted
CVPR
2012
IEEE
13 years 2 months ago
2012
IEEE
The problem of simultaneous feature extraction and selection, for classifier design, is considered. A new framework is proposed, based on boosting algorithms that can either 1) s...
ICML
2003
IEEE
16 years 14 days ago
2003
IEEE
Feature selection, as a preprocessing step to machine learning, has been effective in reducing dimensionality, removing irrelevant data, increasing learning accuracy, and improvin...
139
Voted
ICML
2001
IEEE
16 years 14 days ago
2001
IEEE
In this paper, we examine the advantages and disadvantages of filter and wrapper methods for feature selection and propose a new hybrid algorithm that uses boosting and incorporat...
96
Voted
PCM
2004
Springer
15 years 5 months ago
2004
Springer
In this paper, a novel face recognition method based on Gabor-wavelet and linear discriminant analysis (LDA) is proposed. Given training face images, discriminant vectors are compu...
ICDAR
2003
IEEE
15 years 5 months ago
2003
IEEE
Feature selection for ensembles has shown to be an effective strategy for ensemble creation. In this paper we present an ensemble feature selection approach based on a hierarchica...