229 search results - page 11 / 46 » Fuzzy Classifiers Based on Kernel Discriminant Analysis |
114
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BMCBI
2008
15 years 1 months ago
2008
Background: Classification of protein sequences is a central problem in computational biology. Currently, among computational methods discriminative kernel-based approaches provid...
118
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JMLR
2010
14 years 8 months ago
2010
Fisher linear discriminant analysis (FDA) and its kernel extension--kernel discriminant analysis (KDA)--are well known methods that consider dimensionality reduction and classific...
101
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WACV
2002
IEEE
15 years 6 months ago
2002
IEEE
In this paper we present the results of a comparative study of linear and kernel-based methods for face recognition. The methods used for dimensionality reduction are Principal Co...
125
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ICIP
2005
IEEE
16 years 3 months ago
2005
IEEE
We study the use of kernel subspace methods that learn low-dimensional subspace representations for classification tasks. In particular, we propose a new method called kernel weigh...
122
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ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
When building a classifier from clean training data for a particular test environment, knowledge about the environmental noise and channel should be taken into account. We propos...