Statistical Learning Theory (Record no. 58979)

MARC details
000 -LEADER
fixed length control field 02043nam a22002777a 4500
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20220901115758.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 220330b |||||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788126528929
028 ## - DISTRIBUTOR NAME
Distributor Name :Technical Bureau India Pvt. Ltd.
Distributor address :E/261, Shastri Nagar Delhi
Bill Number :TB5811
Bill Date :25/03/2022
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5 VAP
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Vapnik, Vladimir N
245 ## - TITLE STATEMENT
Title Statistical Learning Theory
Statement of responsibility, etc / Vladimir N Vapnik
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc New Delhi
Name of publisher, distributor, etc : Wiley,
Date of publication, distribution, etc ©1998.
300 ## - PHYSICAL DESCRIPTION
Extent xxiv, 736p.
Dimensions 24cm
365 ## - TRADE PRICE
Price amount 2595
490 ## - SERIES STATEMENT
Series statement Adaptive and learning systems for signal processing, communications, and control.
505 ## - FORMATTED CONTENTS NOTE
Contents note Partial table of contents:; THEORY OF LEARNING AND GENERALIZATION.; Two Approaches to the Learning Problem.; Estimation of the Probability Measure and Problem of Learning.; Conditions for Consistency of Empirical Risk Minimization Principle.; The Structural Risk Minimization Principle.; Stochastic Ill--Posed Problems.; SUPPORT VECTOR ESTIMATION OF FUNCTIONS.; Perceptrons and Their Generalizations.; SV Machines for Function Approximations, Regression Estimation, and Signal Processing.; STATISTICAL FOUNDATION OF LEARNING THEORY.; Necessary and Sufficient Conditions for Uniform Convergence of Frequencies to Their Probabilities.; Necessary and Sufficient Conditions for Uniform One--Sided Convergence of Means to Their Expectations.; Comments and Bibliographical Remarks.; References.; Index.
520 ## - SUMMARY, ETC.
Summary, etc This book is devoted to the statistical theory of learning and generalization, that is, the problem of choosing the desired function on the basis of empirical data. The author will present the whole picture of learning and generalization theory. Learning theory has applications in many fields, such as psychology, education and computer science.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Probabilities and applied mathematics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational learning theory.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Mathematische Lerntheorie
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Apprentissage automatique.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Vapnik, Vladimir N
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Cost, normal purchase price Full call number Barcode Date last seen Price effective from Koha item type Public note
    Dewey Decimal Classification   Not For Loan SNU LIBRARY SNU LIBRARY 30/03/2022 Technical Bureau India Pvt. Ltd. 2595.00 519.5 VAP 28570 30/03/2022 30/03/2022 Books Books Shifted in Mathematics Dept.
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