Original paper
Fast protein classification with multiple networks
Abstract
Support vector machines (SVMs) have been successfully used to classify proteins into functional categories. Recently, to integrate multiple data sources, a semidefinite programming (SDP) based SVM method was introduced. In SDP/SVM, multiple kernel matrices corresponding to each of data sources are combined with weights obtained by solving an SDP. However, when trying to apply SDP/SVM to large problems, the computational cost can become...
Paper Details
Title
Fast protein classification with multiple networks
Published Date
Sep 1, 2005
Journal
Volume
21
Issue
suppl_2
Pages
ii59 - ii65
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