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» Data selection for support vector machine classifiers
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71
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NIPS
2007
14 years 11 months ago
Discriminative Keyword Selection Using Support Vector Machines
Many tasks in speech processing involve classification of long term characteristics of a speech segment such as language, speaker, dialect, or topic. A natural technique for dete...
William M. Campbell, Fred S. Richardson
ICASSP
2008
IEEE
15 years 4 months ago
Hybrid feature selection for gesture recognition using support vector machines
This paper presents an approach for a multi-cue based two-dimensional gesture recognition that combines two different forms of cues, namely shape cues and motion cues, in a suppor...
Yu Yuan, Kenneth Barner
PR
2007
104views more  PR 2007»
14 years 9 months ago
Optimizing resources in model selection for support vector machine
Tuning SVM hyperparameters is an important step in achieving a high-performance learning machine. It is usually done by minimizing an estimate of generalization error based on the...
Mathias M. Adankon, Mohamed Cheriet
46
Voted
ICTAI
2003
IEEE
15 years 2 months ago
Feature Selection for Support Vector Machines by Means of Genetic Algorithms
Holger Fröhlich, Olivier Chapelle, Bernhard S...
53
Voted
ESANN
2006
14 years 11 months ago
Bootstrap feature selection in support vector machines for ventricular fibrillation detection
Felipe Alonso Atienza, José Luis Rojo-&Aacu...