2097 search results - page 256 / 420 » Normalization in Support Vector Machines |
182
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ICPR
2008
IEEE
16 years 1 months 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...
187
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ICRA
2008
IEEE
16 years 1 months 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 ...
160
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IJCNN
2008
IEEE
16 years 1 months 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...
188
Voted
IJCNN
2008
IEEE
16 years 1 months 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...
218
Voted
AVSS
2007
IEEE
16 years 1 months 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...