Baldi, Pierre.
Bioinformatics : the machine learning approach / Pierre Baldi & Soren Brunak. - 2nd ed. - Cambridge, Mass. : MIT Press, 2001. - xxi, 452 pages : illustrations ; 24 cm. - Adaptive computation and machine learning . - Adaptive computation and machine learning. .
"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.
026202506X 9780262025065
9780262025065
2001030210
GBA152402 bnb
101128740 DNLM 008429580 Uk 010451073 Uk
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 mol�eculaire--Simulation par ordinateur.
Biologie mol�eculaire--Mod�eles math�ematiques.
R�eseaux neuronaux (Informatique)
Apprentissage automatique.
Markov, Processus de.
Bioinformatics.
Machine learning.
Markov processes.
Molecular biology--Computer simulation.
Molecular biology--Mathematical models.
Neural networks (Computer science)
Machine-learning.
Moleculaire biologie.
Maschinelles Lernen
Molekulare Bioinformatik
Computersimulation
Bioinform�atica.
Redes neurais.
Biologia molecular (modelos matem�aticos;simula�c�ao computacional)
Cadeias de markov.
Biologie mol�eculaire--Simulation par ordinateur.
Biologie mol�eculaire--Mod�eles math�ematiques.
R�eseaux neuronaux (informatique)
Apprentissage automatique.
Markov, Processus de.
QH506 / .B35 2001
574.028 / BAL
2001 L-054 QH 506 / B177b 2001
Bioinformatics : the machine learning approach / Pierre Baldi & Soren Brunak. - 2nd ed. - Cambridge, Mass. : MIT Press, 2001. - xxi, 452 pages : illustrations ; 24 cm. - Adaptive computation and machine learning . - Adaptive computation and machine learning. .
"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.
026202506X 9780262025065
9780262025065
2001030210
GBA152402 bnb
101128740 DNLM 008429580 Uk 010451073 Uk
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 mol�eculaire--Simulation par ordinateur.
Biologie mol�eculaire--Mod�eles math�ematiques.
R�eseaux neuronaux (Informatique)
Apprentissage automatique.
Markov, Processus de.
Bioinformatics.
Machine learning.
Markov processes.
Molecular biology--Computer simulation.
Molecular biology--Mathematical models.
Neural networks (Computer science)
Machine-learning.
Moleculaire biologie.
Maschinelles Lernen
Molekulare Bioinformatik
Computersimulation
Bioinform�atica.
Redes neurais.
Biologia molecular (modelos matem�aticos;simula�c�ao computacional)
Cadeias de markov.
Biologie mol�eculaire--Simulation par ordinateur.
Biologie mol�eculaire--Mod�eles math�ematiques.
R�eseaux neuronaux (informatique)
Apprentissage automatique.
Markov, Processus de.
QH506 / .B35 2001
574.028 / BAL
2001 L-054 QH 506 / B177b 2001