Title Bioinformatics : the machine learning approach / Pierre Baldi, Søren Brunak

Edition Second edition Published Cambridge, Mass. : MIT Press, [2001] ©2001

Copies

Location	Call no.	Vol.	Availability
W'PONDS	572.80113 Bal/Btm 2001		AVAILABLE

Description xxi, 452 pages : illustrations ; 24 cm Series Adaptive computation and machine learning Adaptive computation and machine learning. Contents Introduction -- Machine-learning foundations : the probabilistic framework -- Probabilistic modeling and inference : examples -- Machine learning algorithms -- Neural networks : the theory -- Neural networks : applications -- Hidden Markov models: the theory -- Hidden Markov models: applications -- Probabilistic graphical models in bioinformatics -- Probabilistic models of evolution : phylogenitc trees -- Stochastic grammars and linguistics -- Microarrays and gene expression -- Internet resources and public databases Notes "A Bradford book." Bibliography Includes bibliographical references (pages 409-445) Subject Bioinformatics. Molecular biology -- Computer simulation. Molecular biology -- Mathematical models. Neural networks (Computer science) Machine learning. Markov processes. Computational Biology -- methods. Artificial Intelligence. Markov Chains. Models, Theoretical. Neural Networks (Computer) Author Brunak, Søren. LC no. 2001030210 ISBN 026202506X hardcover alkaline paper 9780262025065 hardcover alkaline paper electronic bk

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