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Data mining : (Record no. 47705)

MARC details
000 -LEADER
fixed length control field 03610nam a2200529 i 4500
001 - CONTROL NUMBER
control field BDZ0028605345
003 - CONTROL NUMBER IDENTIFIER
control field StDuBDS
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20201209145633.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 180820s2015 sz a f b 001|0|eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9783319381169:
Terms of availability £62.99
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Canceled/invalid ISBN 9783319141428 (ebook) :
Terms of availability No price
029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC)
OCLC library identifier NLGGC
System control number 408758120
035 ## - SYSTEM CONTROL NUMBER
System control number (OCoLC)959950055
040 ## - CATALOGING SOURCE
Original cataloging agency StDuBDS
Language of cataloging eng
Transcribing agency StDuBDS
Modifying agency StDuBDSZ
Description conventions rda
050 #4 - LIBRARY OF CONGRESS CALL NUMBER
Item number A4 2015
072 #7 - SUBJECT CATEGORY CODE
Subject category code COM
Source ukslc
072 #7 - SUBJECT CATEGORY CODE
Subject category code UYQP
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UNF
Source thema
072 #7 - SUBJECT CATEGORY CODE
Subject category code UG
Source thema
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Edition number 23
Classification number 006.312
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Aggarwal, Charu C.,
245 10 - TITLE STATEMENT
Title Data mining :
Remainder of title the textbook /
Statement of responsibility, etc. Charu C. Aggarwal.
250 ## - EDITION STATEMENT
Edition statement [Paperback edition]
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Cham :
Name of publisher, distributor, etc. Springer,
Date of publication, distribution, etc. 2015.
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham [Switzerland] ;
-- New York
Name of producer, publisher, distributor, manufacturer Springer
Date of production, publication, distribution, manufacture, or copyright notice 2016
264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Place of production, publication, distribution, manufacture Cham [Switzerland] ;
-- New York
Name of producer, publisher, distributor, manufacturer Springer
Date of production, publication, distribution, manufacture, or copyright notice 2016
264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE
Date of production, publication, distribution, manufacture, or copyright notice ©2015
300 ## - PHYSICAL DESCRIPTION
Extent xxix, 734 pages :
Other physical details illustrations (black and white, and colour) ;
Dimensions 24 cm
500 ## - GENERAL NOTE
General note CW_SRSDS_M - MSc Data Science
500 ## - GENERAL NOTE
General note Originally published: 2015 (hardback).
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note Includes bibliographical references and index.
505 0# - FORMATTED CONTENTS NOTE
Formatted contents note Introduction to Data Mining -- Data Preparation -- Similarity and Distances -- Association Pattern Mining -- Association Pattern Mining: Advanced Concepts -- Cluster Analysis -- Cluster Analysis: Advanced Concepts -- Outlier Analysis -- Outlier Analysis: Advanced Concepts -- Data Classification -- Data Classification: Advanced Concepts -- Mining Data Streams -- Mining Text Data -- Mining Time-Series Data -- Mining Discrete Sequences -- Mining Spatial Data -- Mining Graph Data -- Mining Web Data -- Social Network Analysis -- Privacy-Preserving Data Mining
520 2# - SUMMARY, ETC.
Summary, etc. This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spatial data, graph data, and social networks. Until now, no single book has addressed all these topics in a comprehensive and integrated way. The chapters of this book fall into the following categories: Fundamental chapters: Data mining has four main problems, which correspond to clustering, classification, association pattern mining, and outlier analysis. These chapters comprehensively discuss a wide variety of methods for these problems; Domain chapters: These chapters discuss the specific methods used for different domains of data such as text data, time-series data, sequence data, graph data, and spatial data; Application chapters: These chapters study important applications such as stream mining, Web mining, ranking, recommendations, social networks, and privacy preservation. The domain chapters also have an applied flavor -- page 4 of cover.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
9 (RLIN) 9748
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Computers and IT.
Source of heading or term ukslc
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining.
Source of heading or term fast
Authority record control number or standard number (OCoLC)fst00887946
9 (RLIN) 9748
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Pattern recognition
Source of heading or term thema
9 (RLIN) 6097
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Data mining
Source of heading or term thema
9 (RLIN) 9748
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Graphical & digital media applications
Source of heading or term thema
775 08 - OTHER EDITION ENTRY
Relationship information Originally published:
Main entry heading Aggarwal, Charu C
Title Data mining : the textbook
Place, publisher, and date of publication Cham : Springer, 2015
International Standard Book Number 9783319141411
Record control number (OCoLC)896787364
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type General Lending
948 ## - LOCAL PROCESSING INFORMATION (OCLC); SERIES PART DESIGNATOR (RLIN)
h (OCLC) NO HOLDINGS IN TIZ - 4 OTHER HOLDINGS
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Shelving location Date acquired Total Checkouts Full call number Barcode Date last seen Cost, replacement price Price effective from Koha item type Total Renewals Date last checked out
    Dewey Decimal Classification     Carlow Campus Library Carlow Campus Library Short Loan Collection 01/05/2018   006.312 83742 01/05/2018 56.33 01/05/2018 Short Loan Collection    
    Dewey Decimal Classification     Carlow Campus Library Carlow Campus Library General Lending 01/05/2018   006.312 83743 01/05/2018 56.33 01/05/2018 General Lending    
    Dewey Decimal Classification     Carlow Campus Library Carlow Campus Library General Lending 01/05/2018 1 006.312 83744 30/07/2019 56.33 01/05/2018 General Lending 1 28/01/2019

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