307 search results - page 20 / 62 » Classification Using a Hierarchical Bayesian Approach |
110
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DATAMINE
2010
14 years 11 months ago
2010
In this paper, we investigate how to modify the Naive Bayes classifier in order to perform classification that is restricted to be independent with respect to a given sensitive att...
ICPR
2008
IEEE
2008
IEEE
Gene function prediction using protein domain probability and hierarchical Gene Ontology information
15 years 6 months ago
The Gene Ontology (GO) is a controlled vocabulary of terms to describe protein functions. It also includes a hierarchical description of the relationships among the terms in the f...
113
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DASFAA
2004
IEEE
15 years 3 months ago
2004
IEEE
Text classification using a small labeled set and a large unlabeled data is seen as a promising technique to reduce the labor-intensive and time consuming effort of labeling traini...
ICPR
2002
IEEE
16 years 24 days ago
2002
IEEE
Classification of real-world data poses a number of challenging problems. Mismatch between classifier models and true data distributions on one hand and the use of approximate inf...
111
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ICML
2009
IEEE
16 years 15 days ago
2009
IEEE
Semi-supervised learning (SSL), is classification where additional unlabeled data can be used to improve accuracy. Generative approaches are appealing in this situation, as a mode...