1405 search results - page 25 / 281 » Anytime Algorithm for Feature Selection |
131
click to vote
AAAI
2010
15 years 3 months ago
2010
Spectral feature selection identifies relevant features by measuring their capability of preserving sample similarity. It provides a powerful framework for both supervised and uns...
117
click to vote
ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
We address the problem of feature selection in a kernel space to select the most discriminative and informative features for classification and data analysis. This is a difficult ...
192
Voted
CIARP
2011
Springer
14 years 1 months ago
2011
Springer
Abstract. In many classification problems, and in particular in medical domains, it is common to have an unbalanced class distribution. This pose problems to classifiers as they ...
121
click to vote
PRL
2006
15 years 1 months ago
2006
This paper describes an improved boosting algorithm, the MutualBoost algorithm, and its application in developing a fast and robust Gabor feature based face recognition system. Th...
129
Voted
SLSFS
2005
Springer
15 years 7 months ago
2005
Springer
Random projection is a simple technique that has had a number of applications in algorithm design. In the context of machine learning, it can provide insight into questions such as...