026202506X(hc. : alk. paper)
IR
E-3701
انگلیسی
IR
Bioinformatics
[Book]
:the machine learning approach
/ Pierre Baldi, Soren Brunak
2nd ed.
Cambridge, Mass.
: MIT Press
, 2001.
xxi, 452 p. , ill. , 24 cm.
(Adaptive computation and machine learning.)
"A Bradford book"
Print
Includes bibliographical references (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 : phylogenetic trees -- Stochastic grammars and linguistics -- Microarrays and gene expression -- Internet resources and public databases -- Statistics -- Information theory, entropy, and relative entropy -- Probabilistic graphical models -- HMM technicalities, scaling, periodic architectures, state functions, and dirichlet mixtures -- Gaussian processes, kernel methods and support vector machines -- Symbols and abbreviations.
Bioinformatics
Molecular biology, Computer simulation
Molecular biology, Mathematical models
Neural networks (Computer science)
Machine learning
Markov processes
QH506
.
B35
2001
Baldi, Pierre.
Brunak, Soren
ایران
۶۴۵۶۶۶۵۵۵
عادی
عادی
E-3701.pdf
6916106
مختارزاده
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E-3701
انگلیسی
old catalog
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