Statistical pattern recognition (Record no. 72037)

MARC details
000 -LEADER
fixed length control field 02686nam a2200409 a 4500
001 - CONTROL NUMBER
control field EBC819173
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240120133025.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS
fixed length control field m o d |
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr cn|||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 110715s2011 njuad sb 001 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
Canceled/invalid LC control number 2011024957
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9780470682272 (hardback)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9780470682289 (paper)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9781119952961 (electronic bk.)
035 ## - SYSTEM CONTROL NUMBER
System control number (MiAaPQ)EBC819173
035 ## - SYSTEM CONTROL NUMBER
System control number (Au-PeEL)EBL819173
035 ## - SYSTEM CONTROL NUMBER
System control number (CaPaEBR)ebr10500952
035 ## - SYSTEM CONTROL NUMBER
System control number (CaONFJC)MIL328311
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)763160180
040 ## - CATALOGING SOURCE
Original cataloging agency MiAaPQ
Transcribing agency MiAaPQ
Modifying agency MiAaPQ
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Classification number Q327
Item number .W43 2011
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.4
Edition number 23
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Webb, A. R.
-- (Andrew R.)
245 10 - TITLE STATEMENT
Title Statistical pattern recognition
Medium [electronic resource] /
Statement of responsibility, etc. Andrew R. Webb, Keith D. Copsey.
250 ## - EDITION STATEMENT
Edition statement 3rd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Hoboken :
Name of publisher, distributor, etc. Wiley,
Date of publication, distribution, etc. 2011.
300 ## - PHYSICAL DESCRIPTION
Extent xxiv, 642 p. :
Other physical details ill.
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
520 ## - SUMMARY, ETC.
Summary, etc. "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"--
Assigning source Provided by publisher.
533 ## - REPRODUCTION NOTE
Type of reproduction Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Pattern perception
General subdivision Statistical methods.
655 #4 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Copsey, Keith D.
710 2# - ADDED ENTRY--CORPORATE NAME
Corporate name or jurisdiction name as entry element ProQuest (Firm)
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://ebookcentral.proquest.com/lib/bacm-ebooks/detail.action?docID=819173">https://ebookcentral.proquest.com/lib/bacm-ebooks/detail.action?docID=819173</a>
Public note Click to View

No items available.