Coverart for item
The Resource Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach

Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach

Label
Data mining and knowledge discovery handbook
Title
Data mining and knowledge discovery handbook
Statement of responsibility
edited by Oded Maimon and Lior Rokach
Contributor
Subject
Genre
Language
eng
Summary
"Data Mining and Knowledge Discovery Handbook organizes all major concepts, theories, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery in databases (KDD) into a coherent and unified repository." "Data Mining and Knowledge Discovery Handboook is designer for research scientists and graduate-level students in computer science and engineering. This book is also suitable for professionals in fields such as computing applications, information systems management, and strategic research management."--Jacket
Is part of
Action
digitized
Cataloging source
COO
Dewey number
006.3/12
Illustrations
illustrations
Index
index present
LC call number
QA76.9.D343
LC item number
D3765 2005
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
  • handbooks
http://library.link/vocab/relatedWorkOrContributorName
  • Maimon, Oded
  • Rokach, Lior
http://library.link/vocab/subjectName
  • Data mining
  • Knowledge acquisition (Expert systems)
  • Exploration de données (Informatique)
  • Acquisition des connaissances (Systèmes experts)
  • COMPUTERS
  • Computer science
  • Data transmission systems
  • Database management
  • Information storage and retrieval systems
  • Multimedia systems
  • Computer Communication Networks
  • Data Storage Representation
  • Information Storage and Retrieval
  • Input/Output and Data Communications
  • Multimedia Information Systems
  • Informatique
  • Data mining
  • Knowledge acquisition (Expert systems)
Label
Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preliminary; Introduction to Knowledge Discovery in Databases; Data Cleansing; Handling Missing Attribute Values; Geometric Methods for Feature Extraction and Dimensional Reduction; Dimension Reduction and Feature Selection; Discretization Methods; Outlier Detection; Introduction to Supervised Methods; Decision Trees; Bayesian Networks; Data Mining within a Regression Framework; Support Vector Machines; Rule Induction; Visualization and Data Mining for High Dimensional Datasets; Clustering Methods; Association Rules; Frequent Set Mining; Constraint-Based Data Mining; Link Analysis
Control code
77561398
Dimensions
unknown
Extent
1 online resource (xxxv, 1,383 pages)
Form of item
online
Isbn
9781280610752
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 9780387244358
  • 10.1007/b107408
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-24435-8
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)77561398
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.
Label
Data mining and knowledge discovery handbook, edited by Oded Maimon and Lior Rokach
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preliminary; Introduction to Knowledge Discovery in Databases; Data Cleansing; Handling Missing Attribute Values; Geometric Methods for Feature Extraction and Dimensional Reduction; Dimension Reduction and Feature Selection; Discretization Methods; Outlier Detection; Introduction to Supervised Methods; Decision Trees; Bayesian Networks; Data Mining within a Regression Framework; Support Vector Machines; Rule Induction; Visualization and Data Mining for High Dimensional Datasets; Clustering Methods; Association Rules; Frequent Set Mining; Constraint-Based Data Mining; Link Analysis
Control code
77561398
Dimensions
unknown
Extent
1 online resource (xxxv, 1,383 pages)
Form of item
online
Isbn
9781280610752
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
  • 9780387244358
  • 10.1007/b107408
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-0-387-24435-8
Reproduction note
Electronic reproduction.
Specific material designation
remote
System control number
(OCoLC)77561398
System details
Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002.

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      38.946102 -92.330125
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