2055 search results - page 183 / 411 » Nested support vector machines |
159
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SIAMCOMP
2012
13 years 6 months ago
2012
Let S be a set of n intervals in R, and let (S, +) be any commutative semigroup. We assign a weight ω(s) ∈ S to each interval in S. For a point x ∈ R, let S(x) ⊆ S be the se...
122
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VISUAL
2005
Springer
15 years 9 months ago
2005
Springer
The paper describes an innovative image annotation tool, based on a multi-class Support Vector Machine, for classifying image pixels in one of seven classes - sky, skin, vegetation...
164
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ERCIMDL
2003
Springer
15 years 9 months ago
2003
Springer
Abstract. This paper presents an approach to automatically subject index fulltext documents with multiple labels based on binary support vector machines (SVM). The aim was to test ...
110
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SDM
2010
SIAM
15 years 5 months ago
2010
SIAM
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
108
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JCP
2006
15 years 3 months ago
2006
Compared with conventional two-class learning schemes, one-class classification simply uses a single class in the classifier training phase. Applying one-class classification to le...