1584 search results - page 129 / 317 » Data selection for support vector machine classifiers |
115
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CVPR
2001
IEEE
15 years 12 months ago
2001
IEEE
We present a two-step method to speed-up object detection systems in computer vision that use Support Vector Machines (SVMs) as classifiers. In a first step we perform feature red...
IJCNN
2006
IEEE
15 years 4 months ago
2006
IEEE
We propose a new semi-supervised model selection method that is derived by applying the structural risk minimization principle to a recent semi-supervised generalization error bou...
127
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KDD
2012
ACM
13 years 12 days ago
2012
ACM
Multi-instance multi-label learning (MIML) is a framework for supervised classification where the objects to be classified are bags of instances associated with multiple labels....
108
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BMCBI
2007
14 years 10 months ago
2007
Background: Gene expression microarray is a powerful technology for genetic profiling diseases and their associated treatments. Such a process involves a key step of biomarker ide...
PR
2006
14 years 10 months ago
2006
Acoustic events produced in controlled environments may carry information useful for perceptually aware interfaces. In this paper we focus on the problem of classifying 16 types o...