571 search results - page 91 / 115 » Feature Selection and Gene Clustering from Gene Expression D... |
CEC
2009
IEEE
15 years 6 months ago
2009
IEEE
This paper describes an evolutionary clustering algorithm, which can partition a given dataset automatically into the optimal number of groups through one shot of optimization. The...
129
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BMCBI
2006
14 years 12 months ago
2006
Background: In the Bioinformatics field, a great deal of interest has been given to Non-negative matrix factorization technique (NMF), due to its capability of providing new insig...
107
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EUROGP
2004
Springer
15 years 5 months ago
2004
Springer
Lymphoma cancer classification with DNA microarray data is one of important problems in bioinformatics. Many machine learning techniques have been applied to the problem and produc...
102
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ELPUB
2008
ACM
15 years 1 months ago
2008
ACM
Background: Sharing data is a tenet of science, yet commonplace in only a few subdisciplines. Recognizing that a data sharing culture is unlikely to be achieved without policy gui...
JMLR
2006
14 years 12 months ago
2006
We introduce an algorithm that learns gradients from samples in the supervised learning framework. An error analysis is given for the convergence of the gradient estimated by the ...