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The Resource Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak

Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak

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
http://library.link/vocab/creatorName
Baldi, Pierre
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
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
Label
Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak
Instantiates
Publication
Note
"A Bradford book"
Bibliography note
Includes bibliographical references (p. 409-445)
Contents
  • 5.
  • Neural Networks: The Theory
  • 6.
  • Neural Networks: Applications
  • 7.
  • Hidden Markov Models: The Theory
  • 8.
  • Hidden Markov Models: Applications
  • 9.
  • Probabilistic Graphical Models in Bioinformatics
  • 1.
  • 10.
  • Probabilistic Models of Evolution: Phylogenetic Trees
  • 11.
  • Stochastic Grammars and Linguistics
  • 12.
  • Microarrays and Gene Expression
  • 13.
  • Internet Resources and Public Databases
  • D.
  • HMM Technicalities, Scaling, Periodic Architectures, State Functions, and Dirichlet Mixtures
  • Introduction
  • E.
  • Gaussian Processes, Kernel Methods, and Support Vector Machines
  • 2.
  • Machine-Learning Foundations: The Probabilistic Framework
  • 3.
  • Probabilistic Modeling and Inference: Examples
  • 4.
  • Machine Learning Algorithms
Control code
6090332
Dimensions
24 cm
Edition
2nd ed
Extent
xxi, 452 p.
Isbn
9780262025065
Isbn Type
(hc. : alk. paper)
Lccn
2001030210
Other physical details
ill.
System control number
  • (DLC) 2001030210
  • 6090332
  • (BNAtoc) 2001030210
Label
Bioinformatics : the machine learning approach, Pierre Baldi, Søren Brunak
Publication
Note
"A Bradford book"
Bibliography note
Includes bibliographical references (p. 409-445)
Contents
  • 5.
  • Neural Networks: The Theory
  • 6.
  • Neural Networks: Applications
  • 7.
  • Hidden Markov Models: The Theory
  • 8.
  • Hidden Markov Models: Applications
  • 9.
  • Probabilistic Graphical Models in Bioinformatics
  • 1.
  • 10.
  • Probabilistic Models of Evolution: Phylogenetic Trees
  • 11.
  • Stochastic Grammars and Linguistics
  • 12.
  • Microarrays and Gene Expression
  • 13.
  • Internet Resources and Public Databases
  • D.
  • HMM Technicalities, Scaling, Periodic Architectures, State Functions, and Dirichlet Mixtures
  • Introduction
  • E.
  • Gaussian Processes, Kernel Methods, and Support Vector Machines
  • 2.
  • Machine-Learning Foundations: The Probabilistic Framework
  • 3.
  • Probabilistic Modeling and Inference: Examples
  • 4.
  • Machine Learning Algorithms
Control code
6090332
Dimensions
24 cm
Edition
2nd ed
Extent
xxi, 452 p.
Isbn
9780262025065
Isbn Type
(hc. : alk. paper)
Lccn
2001030210
Other physical details
ill.
System control number
  • (DLC) 2001030210
  • 6090332
  • (BNAtoc) 2001030210

Library Locations

    • Manawatū LibraryBorrow it
      Tennent Drive, Palmerston North, Palmerston North, 4472, NZ
      -40.385340 175.617349
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