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 |