Asia Pacific University Library catalogue


Data mining : (Record no. 6385)

000 -LEADER
fixed length control field 01995cam a22003494a 4500
001 - CONTROL NUMBER
control field 16490354
003 - CONTROL NUMBER IDENTIFIER
control field APU
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20151223051503.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 101005s2011 maua b 001 0 eng
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2010039827
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780123748560 (pbk.)
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)ocn262433473
040 ## - CATALOGING SOURCE
Original cataloging agency DLC
Transcribing agency APU
Modifying agency BAHAR
-- SM
Language of cataloging eng
042 ## - AUTHENTICATION CODE
Authentication code pcc
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA76.9.D343
Item number W58 2011
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312
Edition number 22
Item number WIT 2011
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Witten, I. H.
Fuller form of name (Ian H.)
9 (RLIN) 11705
245 10 - TITLE STATEMENT
Title Data mining :
Remainder of title practical machine learning tools and techniques /
Statement of responsibility, etc Ian H. Witten, Eibe Frank, Mark A. Hall.
250 ## - EDITION STATEMENT
Edition statement 3rd ed.
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc Burlington, MA :
Name of publisher, distributor, etc Morgan Kaufmann,
Date of publication, distribution, etc c2011.
300 ## - PHYSICAL DESCRIPTION
Extent xxxiii, 629 p. :
Other physical details ill. ;
Dimensions 24 cm.
490 1# - SERIES STATEMENT
Series statement [Morgan Kaufmann series in data management systems]
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc Includes bibliographical references (p. 587-605) and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Part I. Machine Learning Tools and Techniques: 1. What's iIt all about?; 2. Input: concepts, instances, and attributes; 3. Output: knowledge representation; 4. Algorithms: the basic methods; 5. Credibility: evaluating what's been learned -- Part II. Advanced Data Mining: 6. Implementations: real machine learning schemes; 7. Data transformation; 8. Ensemble learning; 9. Moving on: applications and beyond -- Part III. The Weka Data MiningWorkbench: 10. Introduction to Weka; 11. The explorer -- 12. The knowledge flow interface; 13. The experimenter; 14 The command-line interface; 15. Embedded machine learning; 16. Writing new learning schemes; 17. Tutorial exercises for the weka explorer.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining.
9 (RLIN) 491
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Frank, Eibe.
9 (RLIN) 11706
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Hall, Mark A.
9 (RLIN) 11786
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Morgan Kaufmann series in data management systems.
9 (RLIN) 10912
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN)
a 7
b cbc
c orignew
d 1
e ecip
f 20
g y-gencatlg
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Koha item type Book
Koha issues (borrowed), all copies 6
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Use restrictions Not for loan Collection code Home library Current library Shelving location Date acquired Source of acquisition Invoice number Cost, normal purchase price Total Checkouts Total Renewals Full call number Barcode Date last seen Date checked out Copy number Cost, replacement price Price effective from Koha item type
Not Withdrawn Available   Not Damaged No use restrictions Available for loan Book APU Library APU Library Open Shelf 10/07/2013 EMO A113823 | A113823 190.82 22 18 QA76.9.D343 W58 2011 c.1 00007612 24/02/2020 21/02/2020 1 190.82 10/07/2013 General Circulation