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AuthorBaldi, Pierre
TitleBioinformatics [electronic resource] : the machine learning approach / Pierre Baldi, Sฒren Brunak
Imprint Cambridge, Mass. : MIT Press, c2001
Edition 2nd ed
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Descript xxi, 452 p. : ill. ; 24 cm


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.


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