Borrow it
Coverart for item
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.]

Work
Publication
Extent
xiv, 611 p.
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
Isbn
9780262560979
Instance
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

Subject

Library Locations

  • African Studies LibraryBorrow it
    771 Commonwealth Avenue, 6th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Alumni Medical LibraryBorrow it
    72 East Concord Street, Boston, MA, 02118, US
    42.336388 -71.072393
  • Astronomy LibraryBorrow it
    725 Commonwealth Avenue, 6th Floor, Boston, MA, 02445, US
    42.350259 -71.105717
  • Fineman and Pappas Law LibrariesBorrow it
    765 Commonwealth Avenue, Boston, MA, 02215, US
    42.350979 -71.107023
  • Frederick S. Pardee Management LibraryBorrow it
    595 Commonwealth Avenue, Boston, MA, 02215, US
    42.349626 -71.099547
  • Howard Gotlieb Archival Research CenterBorrow it
    771 Commonwealth Avenue, 5th Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Mugar Memorial LibraryBorrow it
    771 Commonwealth Avenue, Boston, MA, 02215, US
    42.350723 -71.108227
  • Music LibraryBorrow it
    771 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350723 -71.108227
  • Pikering Educational Resources LibraryBorrow it
    2 Silber Way, Boston, MA, 02215, US
    42.349804 -71.101425
  • School of Theology LibraryBorrow it
    745 Commonwealth Avenue, 2nd Floor, Boston, MA, 02215, US
    42.350494 -71.107235
  • Science & Engineering LibraryBorrow it
    38 Cummington Mall, Boston, MA, 02215, US
    42.348472 -71.102257
  • Stone Science LibraryBorrow it
    675 Commonwealth Avenue, Boston, MA, 02445, US
    42.350103 -71.103784

Library Links

Zepheira Logo
Structured data from the Bibframe namespace is licensed under the Creative Commons Attribution 4.0 International License by Boston University Libraries. Additional terms may apply to data associated with third party namespaces.
Processing Feedback ...