Bioinformatics [electronic resource] : the machine learning approach / Pierre Baldi, Sฒren Brunak

Author	Baldi, Pierre
Title	Bioinformatics [electronic resource] : the machine learning approach / Pierre Baldi, Sฒren Brunak
Imprint	Cambridge, Mass. : MIT Press, c2001
Edition	2nd ed
Connect to	http://www.netLibrary.com/urlapi.asp?action=summary&v=1&bookid=78207
Descript	xxi, 452 p. : ill. ; 24 cm

CONTENT

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 --

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) Bio-informatique Biologie molโeculaire -- Simulation par ordinateur Biologie molโeculaire -- Modแeles mathโematiques Rโeseaux neuronaux (Informatique) Apprentissage automatique Markov Processus de Electronic books.