Kernel methods for pattern analysis / (Record no. 54552)

000 -LEADER
fixed length control field 02284nam a22003377a 4500
003 - CONTROL NUMBER IDENTIFIER
control field CITU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20231013165259.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 210105b ||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780511809682
040 ## - CATALOGING SOURCE
Original cataloging agency CITU LRAC
Language of cataloging English
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng.
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.3 Sh288 2011
100 1# - MAIN ENTRY--PERSONAL NAME
Preferred name for the person Shawe-Taylor, John.
245 ## - TITLE STATEMENT
Title Kernel methods for pattern analysis /
Statement of responsibility, etc John Shawe-Taylor, Nello Cristianini.
264 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Cambridge
Name of publisher, distributor, etc Cambridge University Press
Date of publication, distribution, etc 2011
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xiv, 462 pages) :
Other physical details illustrations ;
336 ## - CONTENT TYPE
Source rdacontent
Content type term text
Content type code txt
337 ## - MEDIA TYPE
Source rdamedia
Media type term computer
Media type code c
338 ## - CARRIER TYPE
Source rdacarrier
Carrier type term online resource
Carrier type code cr
505 ## - CONTENTS
Formatted contents note Preface<br/>Part I. Basic Concepts: 1. Pattern analysis<br/>2. Kernel methods: an overview<br/>3. Properties of kernels<br/>4. Detecting stable patterns<br/>Part II. Pattern Analysis Algorithms: 5. Elementary algorithms in feature space<br/>6. Pattern analysis using eigen-decompositions<br/>7. Pattern analysis using convex optimisation<br/>8. Ranking, clustering and data visualisation<br/>Part III. Constructing Kernels: 9. Basic kernels and kernel types<br/>10. Kernels for text<br/>11. Kernels for structured data: strings, trees, etc.<br/>12. Kernels from generative models<br/>Part IV. Appendices<br/>Appendix A. Proof omitted from the main text<br/>Appendix B. Notational conventions<br/>Appendix C. List of pattern analysis methods<br/>Appendix D. List of kernels<br/>Bibliography<br/>Index.
520 ## - SUMMARY, ETC.
Summary, etc The kernel functions methodology described here provides a powerful and unified framework for disciplines ranging from neural networks and pattern recognition to machine learning and data mining. This book provides practitioners with a large toolkit of algorithms, kernels and solutions ready to be implemented, suitable for standard pattern discovery problems.
526 ## - STUDY PROGRAM INFORMATION NOTE
-- 000-099
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Machine learning.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Algorithms.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Kernel functions.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Pattern perception
General subdivision Data processing.
655 #0 - INDEX TERM--GENRE/FORM
Genre/form data or focus term Electronic books.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Cristianini, Nello.
856 ## - ELECTRONIC LOCATION AND ACCESS
Link text Full text is available at Cambridge University Press Click here to view
Uniform Resource Identifier https://www.cambridge.org/core/books/kernel-methods-for-pattern-analysis/811462F4D6CD6A536A05127319A8935A
942 ## - ADDED ENTRY ELEMENTS
Source of classification or shelving scheme
Item type EBOOK
Call number prefix 006.3 Sh288 2011
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent Location Current Location Shelving location Date acquired Source of acquisition Cost, normal purchase price Inventory number Full call number Barcode Date last seen Price effective from Item type
          COLLEGE LIBRARY COLLEGE LIBRARY LIC Gateway 2014-11-12 Purchased 1.00 45998 006.3 Sh288 2011 CL-45998 2021-01-05 2021-01-05 EBOOK