INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
9780470682272 (hbk.)
NATIONAL BIBLIOGRAPHY NUMBER
Country Code
IR
Number
E-6074
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
Statistical pattern recognition
General Material Designation
[Book]
First Statement of Responsibility
/ Andrew R. Webb, Keith D. Copsey
EDITION STATEMENT
Edition Statement
3rd ed.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Oxford
Name of Publisher, Distributor, etc.
: Wiley-Blackwell,
Date of Publication, Distribution, etc.
, 2011.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xxiv, 642 p. , ill. , 25 cm.
GENERAL NOTES
Text of Note
Previous ed.: New York: Wiley, 2002.
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (p. [591]-636) and index.
CONTENTS NOTE
Text of Note
"The book describes techniques for analysing data comprising measurements made on individuals or objects."--Provided by publisher.
Text of Note
" Statistical Pattern Recognition provides an introduction to statistical pattern theory and techniques, with material drawn from a wide range of fields, including the areas of engineering, statistics, computer science and the social sciences. The book describes techniques for analysing data comprising measurements made on individuals or objects.. The techniques are used to make a prediction such as disease of a patient, the type of object illuminated by a radar, economic forecast. Emphasis is placed on techniques for classification, a term used for predicting the class or group an object belongs to (based on a set of exemplars) and for methods that seek to discover natural groupings in a data set. Each section concludes with a description of the wide range of practical applications that have been addressed and the further developments of theoretical techniques and includes a variety of exercises, from 'open-book' questions to more lengthy projects. New material is presented, including the analysis of complex networks and basic techniques for analysing the properties of datasets and also introduces readers to the use of variational methods for Bayesian density estimation and looks at new applications in biometrics and security. "--Provided by publisher.
TOPICAL NAME USED AS SUBJECT
Pattern perception, Statistical methods
Decision making, Mathematical models
Mathematical statistics
Electronic books., local
DEWEY DECIMAL CLASSIFICATION
Number
006
.
4
LIBRARY OF CONGRESS CLASSIFICATION
Class number
Q327
Book number
.
W43
2011
PERSONAL NAME - PRIMARY RESPONSIBILITY
Webb, A. R.(Andrew R.)
PERSONAL NAME - SECONDARY RESPONSIBILITY
Copsey, Keith D
ORIGINATING SOURCE
Country
ایران
old catalog
p
BL
1
a
Y
