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AMC
2006

61views more AMC 2006»

A probabilistic cooperative-competitive hierarchical model for global optimization

13 years 5 months ago

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K. S. Leung, I. King, Y. B. Wong

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RECOMB
2002
Springer

100views Computational Biology» more RECOMB 2002»

Probabilistic hierarchical clustering for biological data

14 years 5 months ago

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Biological data, such as gene expression profiles or protein sequences, is often organized in a hierarchy of classes, where the instances assigned to "nearby" classes in...

Eran Segal, Daphne Koller

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WACV
2007
IEEE

149views Computer Vision» more WACV 2007»

Probabilistic Hierarchical Face Model for Feature Localization

13 years 11 months ago

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Facial feature localization is an important research area in both computer vision and pattern analysis. We present in this paper a hierarchical face model. It uniﬁes both the gl...

Feng Tang, Jin Wang, Hai Tao, Qunsheng Peng

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UAI
2003

278views Artificial Intelligence» more UAI 2003»

Bayesian Hierarchical Mixtures of Experts

13 years 6 months ago

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The Hierarchical Mixture of Experts (HME) is a well-known tree-structured model for regression and classiﬁcation, based on soft probabilistic splits of the input space. In its o...

Christopher M. Bishop, Markus Svensén

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GECCO
2007
Springer

168views Optimization» more GECCO 2007»

Analyzing probabilistic models in hierarchical BOA on traps and spin glasses

13 years 11 months ago

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