Data Mining Techniques and Applications: An Introduction (Record no. 46528)

MARC details
000 -LEADER
fixed length control field 01609 a2200229 4500
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20240207100244.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
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020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9788131519554
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 006.312 DU
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Du, Hongbo
245 ## - TITLE STATEMENT
Title Data Mining Techniques and Applications: An Introduction
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Cengage Learning India Private Limited
Date of publication, distribution, etc 2010
Place of publication, distribution, etc Delhi
300 ## - PHYSICAL DESCRIPTION
Extent 315
520 ## - SUMMARY, ETC.
Summary, etc This concise and approachable introduction to data mining s a mixture of data mining techniques originating from statistics, machine learning and databases and presents them in an algorithmic approach. Aimed primarily at undergraduate readers, it presents not only the fundamental principles and concepts of the subject in an easy-to-understand way, but also hands on, practical instruction on data mining techniques, that readers can put into practice as they go along using the freely downloadable Weka toolkit. Author Hongbo Du shares his years of commercial, as well as research-based, experience in the field through extensive examples and real-world case studies, highlighting how data mining solutions provided by software tools are used in practical problem solving. Covering not only traditional areas of data mining such as association, clustering and classification, this text also explains topics such as data warehousing, online-analytic processing and text mining.
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computational intelligence
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element machine learning
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Engineering mathematics
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Management information systems
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Book
Source of classification or shelving scheme Dewey Decimal Classification

No items available.