The Resource Advances in knowledge discovery and data mining, edited by Usama M. Fayyad ... [et al.]

Advances in knowledge discovery and data mining, edited by Usama M. Fayyad ... [et al.]

Label
Advances in knowledge discovery and data mining
Title
Advances in knowledge discovery and data mining
Statement of responsibility
edited by Usama M. Fayyad ... [et al.]
Contributor
Subject
Language
eng
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
QA76.76.E95
LC item number
A38 1996
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Fayyad, Usama M
http://library.link/vocab/subjectName
  • Knowledge acquisition (Expert systems)
  • Databases
  • Knowledge, Theory of
  • Artificial intelligence
  • Inteligencia artificial (computacao)
  • Bases de datos
  • Conocimiento, Teoría del
  • Inteligencia artificial
  • Kennisverwerving
  • Kennissystemen
  • Databanken
  • Data mining
  • Acquisition des connaissances (Systèmes experts)
  • Bases de données
  • Connaissance, Théorie de la
  • Intelligence artificielle
  • Exploration de données (Informatique)
  • Artificial intelligence
  • Databases
  • Knowledge acquisition (Expert systems)
  • Knowledge, Theory of
  • Intelligence artificielle
  • Acquisition de connaissances
  • Systèmes experts
  • Bases de données
Label
Advances in knowledge discovery and data mining, edited by Usama M. Fayyad ... [et al.]
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
From data mining to knowledge discovery : an overview / Usama M. Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth -- The process of knowlesge discovery in databases : a human-centered approach / Ronald J. Brachman and Tej Anand -- Graphical models for discovering knowledge / Wray Buntine -- A statistical perspective on knowledge discovery in databases / John Elder IV and Daryl Pregibon -- Inductive logic programming and knowledge discovery in databases / Sašo Džeroski -- Bayesian classification (AutoClass) : theory and results / Peter Cheeseman and John Stutz -- Discovering informative patterns and data cleaning / Isabelle Guyon, Nada Matič, and Valdimir Vapnik -- Transforming rules and trees into comprehensible knowledge structures / Brian R. Gaines -- Finding patterns in time series : a dynamic programming approach / Donald J. Berndt and James Clifford -- Explora : a multipattern and multistrategy discovery assistant / Willi Klösgen -- Bayesian networks for knowledge discovery / David Heckerman -- Fast discovery of association rules / Rakesh Agrawal ... [et al.] -- From contigency tables to various forms of knowledge in databases / Robert Zembowicz and Jan M. Żytkow -- Integrating inductive and deductive reasoning for data mining / Evangelos Simoudis, Brian Livezey, and Randy Kerber -- Metaqueries for data mining / Wei-Min Shen ... [et al.] -- Exploration of the power of attribute-oriented induction in data mining / Jiawei Han and Yongjian Fu -- Using inductive learning to generate rules for semantic query optimization / Chun-Nan Hsu and Craig A. Knoblock -- Data surveyor : searching the nuggets in parallel / Marcel Holsheimer, Martin L. Kersten, and Arno P.J.M. Siebes -- Automating the analysis and cataloging of sky surveys / Usama M. Fayyad, S. George Djorgovski, and Nicholas Weir -- Selecting and reporting what is interesting : the KEFIR application to healthcare data / Christopher J. Matheus, Gregory Piatetsky-Shapiro, and Dwight McNeill -- Modeling subjective uncertainty in image annotation / Padhraic Smyth ... [et al.] -- Predicting equity returns from securities data with minimal rule generation / Chidanand Apte and Se June Hong -- From data mining to knowledge discovery : current challenges and future directions / Ramasamy Uthurusamy -- Knowledge discovery in databases terminology / Willi Klösgen and Jan M. Żytkow -- Data mining and knowledge discovery Internet resources / Gregory Piatetsky-Shapiro
Dimensions
23 cm.
Extent
xiv, 611 p.
Isbn
9780262560979
Lccn
95045329
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill.
System control number
  • (OCoLC)33357614
  • (OCoLC)ocm33357614
Label
Advances in knowledge discovery and data mining, edited by Usama M. Fayyad ... [et al.]
Publication
Bibliography note
Includes bibliographical references and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
From data mining to knowledge discovery : an overview / Usama M. Fayyad, Gregory Piatetsky-Shapiro, and Padhraic Smyth -- The process of knowlesge discovery in databases : a human-centered approach / Ronald J. Brachman and Tej Anand -- Graphical models for discovering knowledge / Wray Buntine -- A statistical perspective on knowledge discovery in databases / John Elder IV and Daryl Pregibon -- Inductive logic programming and knowledge discovery in databases / Sašo Džeroski -- Bayesian classification (AutoClass) : theory and results / Peter Cheeseman and John Stutz -- Discovering informative patterns and data cleaning / Isabelle Guyon, Nada Matič, and Valdimir Vapnik -- Transforming rules and trees into comprehensible knowledge structures / Brian R. Gaines -- Finding patterns in time series : a dynamic programming approach / Donald J. Berndt and James Clifford -- Explora : a multipattern and multistrategy discovery assistant / Willi Klösgen -- Bayesian networks for knowledge discovery / David Heckerman -- Fast discovery of association rules / Rakesh Agrawal ... [et al.] -- From contigency tables to various forms of knowledge in databases / Robert Zembowicz and Jan M. Żytkow -- Integrating inductive and deductive reasoning for data mining / Evangelos Simoudis, Brian Livezey, and Randy Kerber -- Metaqueries for data mining / Wei-Min Shen ... [et al.] -- Exploration of the power of attribute-oriented induction in data mining / Jiawei Han and Yongjian Fu -- Using inductive learning to generate rules for semantic query optimization / Chun-Nan Hsu and Craig A. Knoblock -- Data surveyor : searching the nuggets in parallel / Marcel Holsheimer, Martin L. Kersten, and Arno P.J.M. Siebes -- Automating the analysis and cataloging of sky surveys / Usama M. Fayyad, S. George Djorgovski, and Nicholas Weir -- Selecting and reporting what is interesting : the KEFIR application to healthcare data / Christopher J. Matheus, Gregory Piatetsky-Shapiro, and Dwight McNeill -- Modeling subjective uncertainty in image annotation / Padhraic Smyth ... [et al.] -- Predicting equity returns from securities data with minimal rule generation / Chidanand Apte and Se June Hong -- From data mining to knowledge discovery : current challenges and future directions / Ramasamy Uthurusamy -- Knowledge discovery in databases terminology / Willi Klösgen and Jan M. Żytkow -- Data mining and knowledge discovery Internet resources / Gregory Piatetsky-Shapiro
Dimensions
23 cm.
Extent
xiv, 611 p.
Isbn
9780262560979
Lccn
95045329
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill.
System control number
  • (OCoLC)33357614
  • (OCoLC)ocm33357614

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