2031 search results - page 239 / 407 » Binarized Support Vector Machines |
168
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ICPR
2008
IEEE
16 years 24 days ago
2008
IEEE
We propose a new transductive learning algorithm for learning optimal linear representations that utilizes unlabeled data. We pose the problem of learning linear representations a...
171
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ICRA
2008
IEEE
16 years 24 days ago
2008
IEEE
— Integrating information coming from different sensors is a fundamental capability for autonomous robots. For complex tasks like topological localization, it would be desirable ...
153
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IJCNN
2008
IEEE
16 years 23 days ago
2008
IEEE
— This paper presents a Fuzzy ARTMAP (FAM) based modular architecture for multi-class pattern recognition known as Modular Adaptive Resonance Theory Map (MARTMAP). The prediction...
172
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IJCNN
2008
IEEE
16 years 23 days ago
2008
IEEE
— We propose a feature selection criterion based on kernel discriminant analysis (KDA) for an -class problem, which finds eigenvectors on which the projected class data are loca...
202
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AVSS
2007
IEEE
16 years 22 days ago
2007
IEEE
This paper proposes to apply optimized One-Class Support Vector Machines (1-SVMs) as a discriminative framework in order to address a specific audio classification problem. Firs...