Statistical learning and kernel methods in bioinformatics.
B. Scholkopf, I. Guyon, and J. Weston.
In P. Frasconi and R. Shamir, editors, Artificial Intelligence and Heuristic Methods in Bioinformatics, pages 1--21. IOS Press.
We briefly describe the main ideas of statistical learning theory, support vector machines, and kernel feature spaces. In addition, we present an overview of applications of kernel methods in bioinformatics.

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