877 search results - page 10 / 176 » Selection of Subsets of Ordered Features in Machine Learning |
134
Voted
ICASSP
2011
IEEE
14 years 3 months ago
2011
IEEE
This paper presents a sound source (talker) localization method using only a single microphone. In our previous work [1], we discussed the single-channel sound source localization...
ICML
2010
IEEE
15 years 22 days ago
2010
IEEE
The importance of bringing causality into play when designing feature selection methods is more and more acknowledged in the machine learning community. This paper proposes a filt...
TITB
2008
14 years 11 months ago
2008
Abstract--This study presents a computer-aided diagnosis system using sequential forward floating selection (SFFS) with support vector machine (SVM) to diagnose gastric histology o...
96
Voted
ICCV
2009
IEEE
16 years 4 months ago
2009
IEEE
Many machine learning algorithms require the summation of Gaussian kernel
functions, an expensive operation if implemented straightforwardly. Several methods
have been proposed t...
79
Voted
EVOW
2004
Springer
15 years 5 months ago
2004
Springer
Abstract. We deal with two important problems in pattern recognition that arise in the analysis of large datasets. While most feature subset selection methods use statistical techn...