INTERNATIONAL STANDARD BOOK NUMBER
Erroneous ISBN
026202506X(hc. : alk. paper)
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
E-3701
LANGUAGE OF THE ITEM
.Language of Text, Soundtrack etc
انگلیسی
COUNTRY OF PUBLICATION OR PRODUCTlON
Country of publication
IR
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Bioinformatics
General Material Designation
[Book]
Other Title Information
:the machine learning approach
First Statement of Responsibility
/ Pierre Baldi, Soren Brunak
EDITION STATEMENT
Edition Statement
2nd ed.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Cambridge, Mass.
Name of Publisher, Distributor, etc.
: MIT Press
Date of Publication, Distribution, etc.
, 2001.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xxi, 452 p. , ill. , 24 cm.
SERIES
Series Title
(Adaptive computation and machine learning.)
GENERAL NOTES
Text of Note
"A Bradford book"
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. 409-445)
CONTENTS NOTE
Text of Note
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.
TOPICAL NAME USED AS SUBJECT
Bioinformatics
Molecular biology, Computer simulation
Molecular biology, Mathematical models
Neural networks (Computer science)
Machine learning
Markov processes
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QH506
Book number
.
B35
2001
PERSONAL NAME - PRIMARY RESPONSIBILITY
Baldi, Pierre.
PERSONAL NAME - SECONDARY RESPONSIBILITY
Brunak, Soren
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
۶۴۵۶۶۶۵۵۵
Access number
عادی
Compression information
عادی
Date and Hour of Consultation and Access
E-3701.pdf
Bits per second
6916106
Contact for access assistance
مختارزاده
Electronic Format Type
متن
File size
0
Record control number
E-3701
Public note
انگلیسی
old catalog
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BL
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