2031 search results - page 243 / 407 » Binarized Support Vector Machines |
156
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ICMCS
2006
IEEE
16 years 12 days ago
2006
IEEE
In this paper, a multi-class classification system is developed for medical images. We have mainly explored ways to use different image features, and compared two classifiers: Pri...
154
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ICPR
2006
IEEE
16 years 12 days ago
2006
IEEE
We investigated the geometrical complexity of several high-dimensional, small sample classification problems and its changes due to two popular feature selection procedures, forw...
177
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IJCNN
2006
IEEE
16 years 11 days ago
2006
IEEE
Abstract— While the model parameters of many kernel learning methods are given by the solution of a convex optimisation problem, the selection of good values for the kernel and r...
145
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IJCNN
2006
IEEE
16 years 11 days ago
2006
IEEE
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
148
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MMM
2006
Springer
16 years 11 days ago
2006
Springer
This paper presents a SVM-based prediction approach for constructing personal recommendation system for TV programs. We have applied Support Vector Machine (SVM) to personal predi...