Coverart for item
The Resource Introduction to data mining and its applications, S. Sumathi, S.N. Sivanandam, (electronic book)

Introduction to data mining and its applications, S. Sumathi, S.N. Sivanandam, (electronic book)

Label
Introduction to data mining and its applications
Title
Introduction to data mining and its applications
Statement of responsibility
S. Sumathi, S.N. Sivanandam
Creator
Contributor
Subject
Language
eng
Summary
This book explores the concepts of data mining and data warehousing, a promising and flourishing frontier in data base systems and new data base applications and is also designed to give a broad, yet in-depth overview of the field of data mining. Data mining is a multidisciplinary field, drawing work from areas including database technology, AI, machine learning, NN, statistics, pattern recognition, knowledge based systems, knowledge acquisition, information retrieval, high performance computing and data visualization. This book is intended for a wide audience of readers who are not necessarily experts in data warehousing and data mining, but are interested in receiving a general introduction to these areas and their many practical applications. Since data mining technology has become a hot topic not only among academic students but also for decision makers, it provides valuable hidden business and scientific intelligence from a large amount of historical data. It is also written for technical managers and executives as well as for technologists interested in learning about data mining
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorName
Sumathi, S
Dewey number
006.312
Illustrations
illustrations
Index
no index present
LC call number
QA76.9.D343
LC item number
S687 2006eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Sivanandam, S. N
Series statement
Studies in computational intelligence,
Series volume
v. 29
http://library.link/vocab/subjectName
  • Data mining
  • Data warehousing
Label
Introduction to data mining and its applications, S. Sumathi, S.N. Sivanandam, (electronic book)
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 799-828)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction to data mining principles -- Data warehousing, data mining, and OLAP -- Data marts and data warehouse -- Evolution and scaling of data mining algorithms -- Emerging trends and applications of data mining -- Data mining trends and knowledge discovery -- Data mining tasks, techniques, and applications -- Data mining : an introduction : case study -- Data mining & KDD -- Statistical themes and lessons for data mining -- Theoretical frameworks for data mining -- Major and privacy issues in data mining and knowledge discovery -- Active data mining -- Decomposition in data mining : a case study -- Data mining system products and research prototypes -- Data mining in customer value and customer relationship management -- Data mining in business -- Data mining in sales marketing and finance -- Banking and commercial applications -- Data mining for insurance -- Data mining in biomedicine and science -- Text and Web mining -- Data mining in information analysis and delivery -- Data mining in telecommunications and control -- Data mining in security -- Data mining research projects -- Data mining standards -- Intelligent miner -- Clementine -- Crisp -- Mineset -- Enterprise miner
Control code
SPR262693106
Dimensions
unknown
Extent
1 online resource (xxii, 828 pages)
Form of item
online
Isbn
9783540343509
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote
Label
Introduction to data mining and its applications, S. Sumathi, S.N. Sivanandam, (electronic book)
Publication
Bibliography note
Includes bibliographical references (pages 799-828)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Introduction to data mining principles -- Data warehousing, data mining, and OLAP -- Data marts and data warehouse -- Evolution and scaling of data mining algorithms -- Emerging trends and applications of data mining -- Data mining trends and knowledge discovery -- Data mining tasks, techniques, and applications -- Data mining : an introduction : case study -- Data mining & KDD -- Statistical themes and lessons for data mining -- Theoretical frameworks for data mining -- Major and privacy issues in data mining and knowledge discovery -- Active data mining -- Decomposition in data mining : a case study -- Data mining system products and research prototypes -- Data mining in customer value and customer relationship management -- Data mining in business -- Data mining in sales marketing and finance -- Banking and commercial applications -- Data mining for insurance -- Data mining in biomedicine and science -- Text and Web mining -- Data mining in information analysis and delivery -- Data mining in telecommunications and control -- Data mining in security -- Data mining research projects -- Data mining standards -- Intelligent miner -- Clementine -- Crisp -- Mineset -- Enterprise miner
Control code
SPR262693106
Dimensions
unknown
Extent
1 online resource (xxii, 828 pages)
Form of item
online
Isbn
9783540343509
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Specific material designation
remote

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