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Support Vector Machines - Book
Complete, simple and rigorous introduction to Support Vector Machines, learning algorithm widely used in data mining, machine vision, bioinformatics.
http://www.support-vector.net

Bioinformatics: Sequence and Genome Analysis, by David Mount
Companion website to the book with additional material and links.
http://www.bioinformaticsonline.org/


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