162
Voted
ICALT
15 years 6 months ago
2005 IEEE  137
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ICML
16 years 1 months ago
2005 IEEE 
The use of Bayesian networks for classification problems has received significant recent attention. Although computationally efficient, the standard maximum likelihood learning me...
148
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MLMI
15 years 6 months ago
2005 Springer 
Abstract. Object localization and tracking are key issues in the analysis of scenes for video surveillance or scene understanding applications. This paper presents a contribution t...
124
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MLDM
15 years 6 months ago
2005 Springer 
Face recognition is a challenging visual classification task, especially when the lighting conditions can not be controlled. In this paper, we present an automatic face recognitio...
105
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ICML
16 years 1 months ago
2005 IEEE 
In this paper, we compare both discriminative and generative parameter learning on both discriminatively and generatively structured Bayesian network classifiers. We use either ma...
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Machine Learning