TY - BOOK AU - Baldi,Pierre AU - Brunak,Søren TI - Bioinformatics: the machine learning approach SN - 026202506X (hc. : alk. paper) AV - QH 506 B35.2001 U1 - 572.8/01/13 21 PY - 2001/// CY - Cambridge, Mass. PB - MIT Press KW - Bioinformatics KW - Bioinformatica KW - Molecular biology KW - Computer simulation KW - Biologia molecular - KW - Simulación por computadora KW - Mathematical models KW - Biología molecular - KW - Modelos matemáticos KW - Neural networks (Computer science) KW - Redes neurales (Computadoras) KW - Machine learning KW - Aprendizaje automático (Inteligencia artificial) KW - Markov processes KW - Procesos de Markov N1 - "A Bradford book."; Incluye referencias bibliográficas (p. 409-445); 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 -- ER -