Dhaka University Library Online

Your cart is empty.
Library Logo

An elementary introduction to statistical learning theory / (Record no. 1316)

000 -LEADER
fixed length control field 02604cam a22004574a 4500
001 - CONTROL NUMBER
control field 8834492
003 - CONTROL NUMBER IDENTIFIER
control field BD-DhUL
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20150219124343.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m d
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr n
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 101123s2011 njua sb 001 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780470641835 (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 0470641835 (cloth)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118023433
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1118023439
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118023464
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1118023463
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781118023471
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1118023471
035 ## - SYSTEM CONTROL NUMBER
System control number (WaSeSS)ssj0000476962
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency DLC
Modifying agency YDX
-- CDX
-- YDXCP
-- OIP
-- Z@L
-- DEBBG
-- DLC
-- WaSeSS
-- BD-DhUL
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q325.5
Item number .K85 2011
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.31
Edition number 22
Item number KUE
084 ## - OTHER CLASSIFICATION NUMBER
Classification number ST 300
Number source rvk
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Kulkarni, Sanjeev.
210 10 - ABBREVIATED TITLE
Abbreviated title An elementary introduction to statistical learning theory
245 13 - TITLE STATEMENT
Title An elementary introduction to statistical learning theory /
Statement of responsibility, etc. Sanjeev Kulkarni, Gilbert Harman.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Hoboken, N.J. :
Name of publisher, distributor, etc. Wiley,
Date of publication, distribution, etc. c2011.
300 ## - PHYSICAL DESCRIPTION
Extent xi, 209 p.:
Other physical details ill. ;
Dimensions 24 cm.
365 ## - TRADE PRICE
Price type code US$
Price amount 89.06
490 1# - SERIES STATEMENT
Series statement Wiley series in probability and statistics
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references and indexes.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction: Classification, Learning, Features, and Applications -- Probability -- Probability Densities -- The Pattern Recognition Problem -- The Optimal Bayes Decision Rule -- Learning from Examples -- The Nearest Neighbor Rule -- Kernel Rules -- Neural Networks: Perceptrons -- Multilayer Networks -- PAC Learning -- VC Dimension -- Infinite VC Dimension -- The Function Estimation Problem -- Learning Function Estimation -- Simplicity -- Support Vector Machines -- Boosting -- Bibliography.
520 ## - SUMMARY, ETC.
Summary, etc. "A joint endeavor from leading researchers in the fields of philosophy and electrical engineering An Introduction to Statistical Learning Theory provides a broad and accessible introduction to rapidly evolving field of statistical pattern recognition and statistical learning theory. Exploring topics that are not often covered in introductory level books on statistical learning theory, including PAC learning, VC dimension, and simplicity, the authors present upper-undergraduate and graduate levels with the basic theory behind contemporary machine learning and uniquely suggest it serves as an excellent framework for philosophical thinking about inductive inference"--Back cover.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning
General subdivision Statistical methods.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Pattern recognition systems.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Harman, Gilbert.
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Wiley series in probability and statistics.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Books
Holdings
Price effective from Date last seen Permanent Location Not for loan Date acquired Source of classification or shelving scheme Koha item type Lost status Withdrawn status Source of acquisition Collection code Damaged status Shelving location Barcode Current Location Full call number
2014-08-082014-08-08Dhaka University Science Library 2012-09-22 Books  purchasedNon Fiction General Stacks475129Dhaka University Science Library006.31 KUE
Last Updated on September 15, 2019
© Dhaka University Library. All Rights Reserved|Staff Login