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Machine Learning Approaches to Bioinformatics, Hardcover by Yang, Zheng Rong,...
- Item No : 365761965270
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* Item Description
- Machine Learning Approaches to Bioinformatics, Hardcover by Yang, Zheng Rong, ISBN 981428730X, ISBN-13 9789814287302, Brand New, Free shipping in the US
In this textbook for graduates and researchers beginning research and practice in bioinformatics, Yang covers unsupervised and supervised learning approaches that can be used in bioformatics, and concepts relevant to computational systems biology, now the most important research targets in bioinformatics. He assumes readers have some basic linear algebra and statistics background. Most of the case studies are implemented in R programming. His topics include approaches to estimating probability density, self-organizing maps, multi-layer perceptron, feature selection, and causal and Bayesian gene networks. Annotation ©2011 Book News, Inc., Portland, OR ()
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