955 search results - page 11 / 191 » Support Vector Neural Training |
ESANN
2000
14 years 11 months ago
2000
: Support Vector Machines (SVMs) have become an increasingly popular tool for machine learning tasks involving classi cation, regression or novelty detection. They exhibit good gen...
101
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ICASSP
2007
IEEE
15 years 4 months ago
2007
IEEE
In this paper, we analyze the convergence of an iterative selftraining semi-supervised support vector machine (SVM) algorithm, which is designed for classi cation in small trainin...
102
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ICPR
2010
IEEE
14 years 8 months ago
2010
IEEE
We present a new method for the incremental training of multiclass Support Vector Machines that provides computational efficiency for training problems in the case where the trai...
74
Voted
PAKDD
2005
ACM
15 years 3 months ago
2005
ACM
Abstract. Hard margin support vector machines (HM-SVMs) have a risk of getting overfitting in the presence of the noise. Soft margin SVMs deal with this
69
Voted
ICML
2008
IEEE
15 years 10 months ago
2008
IEEE