12551 search results - page 297 / 2511 » Informative Discriminant Analysis |
212
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ICPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Abstract--Rough face alignments lead to suboptimal performance of face identification systems. In this study, we present a novel approach for identifying genders from facial images...
222
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TKDE
2011
15 years 1 months ago
2011
—Discriminant feature extraction plays a central role in pattern recognition and classification. Linear Discriminant Analysis (LDA) is a traditional algorithm for supervised feat...
125
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ICPR
2008
IEEE
16 years 8 months ago
2008
IEEE
We propose a new loss function for discriminative learning of Markov random fields, which is an intermediate loss function between the sequential loss and the pointwise loss. We s...
152
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IJCAI
1989
15 years 8 months ago
1989
Diagnostic tasks involve identifying faulty components from observations of symptomatic device behavior. This paper presents a general diagnostic theory that uses the perspective ...
165
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INTERSPEECH
2010
15 years 1 months ago
2010
In this paper, we propose a new semi-supervised training method for Gaussian Mixture Models. We add a conditional entropy minimizer to the maximum mutual information criteria, whi...