The Resource Knowledge Processing with Interval and Soft Computing, edited by Vladik Kreinovich, Andre Korvin, R. Baker Kearfott, Chenyi Hu, (electronic resource)

Knowledge Processing with Interval and Soft Computing, edited by Vladik Kreinovich, Andre Korvin, R. Baker Kearfott, Chenyi Hu, (electronic resource)

Label
Knowledge Processing with Interval and Soft Computing
Title
Knowledge Processing with Interval and Soft Computing
Statement of responsibility
edited by Vladik Kreinovich, Andre Korvin, R. Baker Kearfott, Chenyi Hu
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
Massive datasets, made available today by modern technologies, present a significant challenge to scientists who need to effectively and efficiently extract relevant knowledge and information. Due to their ability to model uncertainty, interval and soft computing techniques have been found to be effective in this extraction. This book provides coverage of the basic theoretical foundations for applying these techniques to artificial intelligence and knowledge processing. The first three chapters provide the background needed for those who are unfamiliar with interval and soft computing techniques. The following chapters describe innovative algorithms and their applications to knowledge processing. In particular, these chapters cover computing techniques for interval linear systems of equations, interval matrix singular-value decomposition, interval function approximation, and decision making with statistical and graph-based data processing. To enable these applications, the book presents a standards-based object-oriented interval computing environment in C++. By providing the necessary background and summarizing recent results and successful applications, this self-contained book will serve as a useful resource for researchers and practitioners wanting to learn interval and soft computing techniques and apply them to artificial intelligence and knowledge processing
Member of
Is Subseries of
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • 4WUMtOh6WTk
  • 8GwSFaX6uQA
  • ZC1Uy5fsOqE
  • 2XjawN29A7Y
Language note
English
LC call number
QA76.9.D343
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Kreinovich, Vladik.
  • Korvin, Andre.
  • Baker Kearfott, R.
  • Hu, Chenyi.
Series statement
Advanced Information and Knowledge Processing,
http://library.link/vocab/subjectName
  • Data mining
  • Mathematics
  • Computational complexity
  • Artificial intelligence
  • Data Mining and Knowledge Discovery
  • Information Systems Applications (incl. Internet)
  • Applications of Mathematics
  • Discrete Mathematics in Computer Science
  • Artificial Intelligence
Label
Knowledge Processing with Interval and Soft Computing, edited by Vladik Kreinovich, Andre Korvin, R. Baker Kearfott, Chenyi Hu, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Fundamentals of Interval Computing -- Soft Computing Essentials -- Relations Between Interval Computing and Soft Computing -- Interval Matrices in Knowledge Discovery -- Interval Function Approximation and Applications -- Interval Rule Matrices for Decision Making -- Interval Matrix Games -- Interval-Weighted Graphs and Flow Networks -- Arithmetic on Bounded Families of Distributions A Denv Algorithm Tutorial -- IntBox An Object-Oriented Interval Computing Software Toolbox in C#x002B;#x002B;
Dimensions
unknown
Extent
1 online resource (240 p.)
Form of item
online
Isbn
9786612068874
Media category
computer
Media type code
c
Other control number
10.1007/978-1-84800-326-2
Specific material designation
remote
System control number
  • (CKB)1000000000746117
  • (EBL)437892
  • (OCoLC)370729344
  • (SSID)ssj0000771349
  • (PQKBManifestationID)12360194
  • (PQKBTitleCode)TC0000771349
  • (PQKBWorkID)10809748
  • (PQKB)11508724
  • (SSID)ssj0000301154
  • (PQKBManifestationID)11237536
  • (PQKBTitleCode)TC0000301154
  • (PQKBWorkID)10259457
  • (PQKB)11721466
  • (DE-He213)978-1-84800-326-2
  • (MiAaPQ)EBC437892
  • (EXLCZ)991000000000746117
Label
Knowledge Processing with Interval and Soft Computing, edited by Vladik Kreinovich, Andre Korvin, R. Baker Kearfott, Chenyi Hu, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Fundamentals of Interval Computing -- Soft Computing Essentials -- Relations Between Interval Computing and Soft Computing -- Interval Matrices in Knowledge Discovery -- Interval Function Approximation and Applications -- Interval Rule Matrices for Decision Making -- Interval Matrix Games -- Interval-Weighted Graphs and Flow Networks -- Arithmetic on Bounded Families of Distributions A Denv Algorithm Tutorial -- IntBox An Object-Oriented Interval Computing Software Toolbox in C#x002B;#x002B;
Dimensions
unknown
Extent
1 online resource (240 p.)
Form of item
online
Isbn
9786612068874
Media category
computer
Media type code
c
Other control number
10.1007/978-1-84800-326-2
Specific material designation
remote
System control number
  • (CKB)1000000000746117
  • (EBL)437892
  • (OCoLC)370729344
  • (SSID)ssj0000771349
  • (PQKBManifestationID)12360194
  • (PQKBTitleCode)TC0000771349
  • (PQKBWorkID)10809748
  • (PQKB)11508724
  • (SSID)ssj0000301154
  • (PQKBManifestationID)11237536
  • (PQKBTitleCode)TC0000301154
  • (PQKBWorkID)10259457
  • (PQKB)11721466
  • (DE-He213)978-1-84800-326-2
  • (MiAaPQ)EBC437892
  • (EXLCZ)991000000000746117

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