Data mining: concepts and techniques (Record no. 208071)

000 -LEADER
fixed length control field 02811aam a2200229 4500
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 171226b2012 xxu||||| |||| 00| 0 eng d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9789380931913
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 005.741
Item number H2D2
100 ## - MAIN ENTRY--PERSONAL NAME
Personal name Han, Jiawei
9 (RLIN) 355186
245 ## - TITLE STATEMENT
Title Data mining: concepts and techniques
250 ## - EDITION STATEMENT
Edition statement 3rd
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Name of publisher, distributor, etc Morgan Kaufmann
Place of publication, distribution, etc Waltham
Date of publication, distribution, etc 2012
300 ## - PHYSICAL DESCRIPTION
Extent xxxv, 703 p.
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE
Title The Morgan Kaufmann Series in Data Management Systems
9 (RLIN) 355192
520 ## - SUMMARY, ETC.
Summary, etc Data Mining: Concepts and Techniques provides the concepts and techniques in processing gathered data or information, which will be used in various applications. Specifically, it explains data mining and the tools used in discovering knowledge from the collected data. This book is referred as the knowledge discovery from data (KDD). It focuses on the feasibility, usefulness, effectiveness, and scalability of techniques of large data sets. After describing data mining, this edition explains the methods of knowing, preprocessing, processing, and warehousing data. It then presents information about data warehouses, online analytical processing (OLAP), and data cube technology. Then, the methods involved in mining frequent patterns, associations, and correlations for large data sets are described. The book details the methods for data classification and introduces the concepts and methods for data clustering. The remaining chapters discuss the outlier detection and the trends, applications, and research frontiers in data mining.
This book is intended for Computer Science students, application developers, business professionals, and researchers who seek information on data mining.
Key Features
• Presents dozens of algorithms and implementation examples, all in pseudo-code and suitable for use in real-world, large-scale data mining projects
• Addresses advanced topics such as mining object-relational databases, spatial databases, multimedia databases, time-series databases, text databases, the World Wide Web, and applications in several fields
• Provides a comprehensive, practical look at the concepts and techniques you need to get the most out of your data
Readership
Data warehouse engineers, data mining professionals, database researchers, statisticians, data analysts, data modelers, and other data professionals working on data mining at the R&D and implementation levels. Upper-level undergrads and graduate students in data mining at computer science programs


https://www.elsevier.com/books/data-mining-concepts-and-techniques/han/978-0-12-381479-1
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Data mining
9 (RLIN) 355187
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computer science
9 (RLIN) 355188
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Computers - Database management - Data mining
9 (RLIN) 355189
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Kamber, Micheline
9 (RLIN) 355190
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Pei, Jian
9 (RLIN) 355191
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme
Item type Books
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Permanent location Current location Date acquired Total Checkouts Total Renewals Full call number Barcode Date last seen Date last borrowed Koha item type Shelving location Source of acquisition Cost, normal purchase price Item location Cost, replacement price
          Vikram Sarabhai Library Vikram Sarabhai Library 2009-05-04 6 3 005.741 H2D2/2001 150463 2018-05-15 2018-01-27 Books          
          Vikram Sarabhai Library Vikram Sarabhai Library 2018-01-30 3 7 005.741 H2D2/2012 195984 2019-01-16 2018-12-10 Books   44 0.00 Slot 88 (0 Floor, West Wing) 0.00

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