293 search results - page 21 / 59 » Solving multiclass support vector machines with LaRank |
ICPR
2004
IEEE
16 years 3 months ago
2004
IEEE
In this paper, the problem of classification of defects occurring in a textile manufacture is addressed. A new classification scheme is devised in which different features, extrac...
123
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ICML
2003
IEEE
16 years 2 months ago
2003
IEEE
Logistic Regression (LR) has been widely used in statistics for many years, and has received extensive study in machine learning community recently due to its close relations to S...
107
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PAKDD
2007
ACM
15 years 8 months ago
2007
ACM
Recent work shows that Support vector machines (SVMs) can be solved efficiently in the primal. This paper follows this line of research and shows how to build sparse support vector...
117
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UAI
2000
15 years 3 months ago
2000
The Support Vector Machine (SVM) of Vapnik [9] has become widely established as one of the leading approaches to pattern recognition and machine learning. It expresses predictions...
116
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CEC
2007
IEEE
15 years 8 months ago
2007
IEEE
— Within the present paper, we put forward a novel hybridization between support vector machines and evolutionary algorithms. Evolutionary support vector machines consider the cl...