TY - BOOK AU - Baldi,Pierre AU - Brunak,Soren TI - Bioinformatics: the machine learning approach T2 - Adaptive computation and machine learning SN - 026202506X AV - QH506 .B35 2001 U1 - 574.028 PY - 2001/// CY - Cambridge, Mass. PB - MIT Press KW - Bioinformatics KW - Molecular biology KW - Computer simulation KW - Mathematical models KW - Neural networks (Computer science) KW - Machine learning KW - Markov processes KW - Computational Biology KW - methods KW - Artificial Intelligence KW - Markov Chains KW - Models, Theoretical KW - Neural Networks (Computer) KW - Bio-informatique KW - Biologie mol�eculaire KW - Simulation par ordinateur KW - Mod�eles math�ematiques KW - R�eseaux neuronaux (Informatique) KW - Apprentissage automatique KW - Markov, Processus de KW - fast KW - Machine-learning KW - gtt KW - Moleculaire biologie KW - Maschinelles Lernen KW - gnd KW - Molekulare Bioinformatik KW - Computersimulation KW - Bioinform�atica KW - larpcal KW - Redes neurais KW - Biologia molecular (modelos matem�aticos;simula�c�ao computacional) KW - Cadeias de markov KW - ram KW - R�eseaux neuronaux (informatique) N1 - "A Bradford book."; Includes bibliographical references (pages 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 UR - http://swbplus.bsz-bw.de/bsz095327800inh.htm UR - http://ieeexplore.ieee.org/servlet/opac?bknumber=6267217 ER -