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Kernel methods in computational biology
by Tsuda, Koji, Schölkopf, Bernhard, Vert, Jean-Philippe
fromBradford Book
0
Type: Book
Modern machine learning techniques are proving to be extremely valuable for the analysis of data in computational biology problems. One branch of machine learning, kernel methods, lends itself particularly well to the difficult aspects of biological data, which include high dime…
This book provides a detailed overview of current research in kernel methods and their applications to computational biology. Following three introductory chapters -- an introduction to molecular and computational biology, a short review of kernel methods that focuses on intuiti…