307 search results - page 33 / 62 » Classification Using a Hierarchical Bayesian Approach |
107
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
In the paper we propose a new type of regularization procedure for training sparse Bayesian methods for classification. Transforming Hessian matrix of log-likelihood function to d...
155
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ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
Bayesian network classifiers have been widely used for classification problems. Given a fixed Bayesian network structure, parameters learning can take two different approaches: ge...
126
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PAMI
2007
15 years 1 months ago
2007
—Time-Correlated Single Photon Counting and Burst Illumination Laser data can be used for range profiling and target classification. In general, the problem is to analyze the res...
122
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NC
1998
15 years 3 months ago
1998
In this paper we report about an investigation in which we studied the properties of Bayes' inferred neural network classifiers in the context of outlier detection. The proble...
143
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SOCO
2002
Springer
15 years 2 months ago
2002
Springer
In recent years, available audio corpora are rapidly increasing from fast growing Internet and digital libraries. How to classify and retrieve sound files relevant to the user'...