2031 search results - page 98 / 407 » Oblique Support Vector Machines |
111
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JMLR
2012
13 years 1 months ago
2012
We develop a high dimensional nonparametric classification method named sparse additive machine (SAM), which can be viewed as a functional version of support vector machine (SVM)...
GECCO
2007
Springer
15 years 3 months ago
2007
Springer
In this paper we introduce XCSF with support vector prediction: the problem of learning the prediction function is solved as a support vector regression problem and each classifie...
132
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AI
2011
Springer
14 years 2 months ago
2011
Springer
In this paper, we adopt a supervised machine learning approach to recognize six basic emotions (anger, disgust, fear, happiness, sadness and surprise) using a heterogeneous emotion...
ESANN
2001
15 years 19 days ago
2001
Support Vector Machines are gaining more and more acceptance thanks to their success in many real
ICML
2010
IEEE
15 years 9 days ago
2010
IEEE
We propose a novel approach that reduces cost-sensitive classification to one-sided regression. The approach stores the cost information in the regression labels and encodes the m...