Coverart for item
The Resource Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak, (electronic book)

Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak, (electronic book)

Label
Bioinformatics : the machine learning approach
Title
Bioinformatics
Title remainder
the machine learning approach
Statement of responsibility
Pierre Baldi, Søren Brunak
Creator
Contributor
Subject
Language
eng
Member of
Cataloging source
N$T
http://library.link/vocab/creatorName
Baldi, Pierre.
Dewey number
572.8/01/13
Illustrations
illustrations
Index
index present
LC call number
QH506
LC item number
.B35 2001eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Brunak, Søren.
Series statement
Adaptive computation and machine learning
http://library.link/vocab/subjectName
  • Bioinformatics
  • Molecular biology
  • Molecular biology
  • Neural networks (Computer science)
  • Machine learning
  • Markov processes
  • Computational Biology
  • Artificial Intelligence
  • Markov Chains
  • Models, Theoretical
  • Neural Networks (Computer)
  • Bio-informatique
  • Biologie moléculaire
  • Biologie moléculaire
  • Réseaux neuronaux (Informatique)
  • Apprentissage automatique
  • Markov, Processus de
Label
Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak, (electronic book)
Instantiates
Publication
Note
"A Bradford book."
Bibliography note
Includes bibliographical references (p. 409-445)
Color
multicolored
Contents
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
Control code
IEEEMIT52205488
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource (xxi, 452 p.)
Form of item
online
Isbn
9780585444666
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote
System control number
ocm52205488
Label
Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak, (electronic book)
Publication
Note
"A Bradford book."
Bibliography note
Includes bibliographical references (p. 409-445)
Color
multicolored
Contents
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
Control code
IEEEMIT52205488
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource (xxi, 452 p.)
Form of item
online
Isbn
9780585444666
Other physical details
ill.
Reproduction note
Electronic resource.
Specific material designation
remote
System control number
ocm52205488

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