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WebOct 17, 2011 · Empirical evaluation with real data sets demonstrates that the proposed embedding of a known WordNet-based semantic relatedness measure for pairs of words, namely Omiotis, into a semantic kernel achieves improved classification accuracy with respect to the standard BOW representation. Typically, in textual document classification … WebCristianini is the co-author of two widely known books in machine learning, An Introduction to Support Vector Machines and Kernel Methods for Pattern Analysis and a book in …
Cristianini roberto
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WebShare your videos with friends, family, and the world WebDec 9, 2003 · T. D. Bie, N. Cristianini Publishedin NIPS9 December 2003 Computer Science, Mathematics The 2-class transduction problem, as formulated by Vapnik [1], involves finding a separating hyperplane for a labelled data set that is also maximally distant from a given set of unlabelled test points.
WebMar 5, 2013 · Nello Cristianini, University of London, John Shawe-Taylor, Royal Holloway, University of London Book: An Introduction to Support Vector Machines and Other Kernel-based Learning Methods Online publication: 05 March 2013
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