Coverart for item
The Resource Optimization based data mining : theory and applications, Yong Shi [and others]

Optimization based data mining : theory and applications, Yong Shi [and others]

Label
Optimization based data mining : theory and applications
Title
Optimization based data mining
Title remainder
theory and applications
Statement of responsibility
Yong Shi [and others]
Contributor
Subject
Language
eng
Summary
Optimization techniques have been widely adopted to implement various data mining algorithms. In addition to well-known Support Vector Machines (SVMs) (which are based on quadratic programming), different versions of Multiple Criteria Programming (MCP) have been extensively used in data separations. Since optimization based data mining methods differ from statistics, decision tree induction, and neural networks, their theoretical inspiration has attracted many researchers who are interested in algorithm development of data mining. Optimization based Data Mining: Theory and Applications, mainly
Member of
Cataloging source
GW5XE
Dewey number
006.3/12
Index
index present
Language note
English
LC call number
QA76.9.D343
LC item number
O68 2011
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1956-
http://library.link/vocab/relatedWorkOrContributorName
Shi, Yong
Series statement
Advanced information and knowledge processing
http://library.link/vocab/subjectName
  • Data mining
  • Informatique
  • Data mining
Label
Optimization based data mining : theory and applications, Yong Shi [and others]
Instantiates
Publication
Bibliography note
Includes bibliographical references and indexes
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
pt. 1. Support vector machines : theory and algorithms -- pt. 2. Multiple criteria programming : theory and algorithms -- pt. 3. Application in various fields
Control code
733543342
Dimensions
unknown
Extent
1 online resource (xv, 316 pages).
Form of item
online
Isbn
9780857295040
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-85729-504-0
http://library.link/vocab/ext/overdrive/overdriveId
978-0-85729-503-3
Specific material designation
remote
System control number
(OCoLC)733543342
Label
Optimization based data mining : theory and applications, Yong Shi [and others]
Publication
Bibliography note
Includes bibliographical references and indexes
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
pt. 1. Support vector machines : theory and algorithms -- pt. 2. Multiple criteria programming : theory and algorithms -- pt. 3. Application in various fields
Control code
733543342
Dimensions
unknown
Extent
1 online resource (xv, 316 pages).
Form of item
online
Isbn
9780857295040
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-0-85729-504-0
http://library.link/vocab/ext/overdrive/overdriveId
978-0-85729-503-3
Specific material designation
remote
System control number
(OCoLC)733543342

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      38.946102 -92.330125
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