727 search results - page 41 / 146 » On Bayesian model and variable selection using MCMC |
123
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FLAIRS
2003
15 years 4 months ago
2003
This paper presents a number of new algorithms for discovering the Markov Blanket of a target variable T from training data. The Markov Blanket can be used for variable selection ...
125
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ICPR
2010
IEEE
15 years 10 months ago
2010
IEEE
In this paper we develop a probabilistic interpretation and a full Bayesian inference for non-negative matrix deconvolution (NMFD) model. Our ultimate goal is unsupervised extract...
121
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FSKD
2006
Springer
15 years 7 months ago
2006
Springer
Abstract. It is difficult to understand a scene from visual information in uncertain real world. Since Bayesian network (BN) is known as good in this uncertainty, it has received s...
121
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RECOMB
2000
Springer
15 years 6 months ago
2000
Springer
DNA hybridization arrays simultaneously measure the expression level for thousands of genes. These measurements provide a "snapshot" of transcription levels within the c...
118
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CSDA
2004
15 years 3 months ago
2004
In geographical epidemiology it is often required to produce a map of the risk of disease over a study region, a disease map. This paper reviews a variety of approaches to produce...