2681 search results - page 26 / 537 » Learning to learn with the informative vector machine |
111
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ESANN
2007
15 years 3 months ago
2007
Imprecision, incompleteness, prior knowledge or improved learning speed can motivate interval–represented data. Most approaches for SVM learning of interval data use local kernel...
102
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ICANN
2007
Springer
15 years 8 months ago
2007
Springer
Abstract. We present a method to find the exact maximal margin hyperplane for linear Support Vector Machines when a new (existing) component is added (removed) to (from) the inner...
143
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IJCNN
2006
IEEE
15 years 8 months ago
2006
IEEE
— In this paper, we show that one-class SVMs can also utilize data covariance in a robust manner to improve performance. Furthermore, by constraining the desired kernel function ...
151
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FGR
2006
IEEE
15 years 8 months ago
2006
IEEE
Skin segmentation is the cornerstone of many applications such as gesture recognition, face detection, and objectionable image filtering. In this paper, we attempt to address the ...
112
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BIOINFORMATICS
2006
15 years 2 months ago
2006
