The Resource Knowledge discovery in databases

Knowledge discovery in databases

Label
Knowledge discovery in databases
Title
Knowledge discovery in databases
Contributor
Subject
Genre
Language
eng
Action
committed to retain for EAST
Cataloging source
DLC
Illustrations
illustrations
Index
index present
LC call number
  • QA76.9.D3
  • Q325.5
LC item number
  • K615 1991
  • .K68 1991
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorDate
1953-
http://library.link/vocab/relatedWorkOrContributorName
  • Piatetsky-Shapiro, Gregory
  • Frawley, William
http://library.link/vocab/subjectName
  • Database management
  • Database searching
  • Bases de données
  • Systèmes experts (Informatique)
  • Database management
  • Database searching
  • Datenbank
  • Datenbanksystem
  • Informationsbeschaffung
  • Kongreß
  • Maschinelles Lernen
Label
Knowledge discovery in databases
Instantiates
Publication
Note
Edited by Gregory Piatetsky-Shapiro and William J. Frawley
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
  • Knowledge discovery in databases : an overview / W.J. Frawley, G. Piatetsky-Shapiro, C.J. Matheus -- Interactive mining of regularities in databases / J. Zytkow, J. Baker -- Discovering functional relationships from observational data / Y.-H. Wu, S. Wang -- Minimal-length encoding and inductive inference / E.P.D. Pednault -- On evaluation of domain-independent scientific function-finding systems / C. Schaffer -- A statistical technique for extracting classificatory knowledge from databases / K.C.C. Chan, A.K.C. Wong -- Information discovery through hierarchical maximum entropy discretization and synthesis / D.K.Y. Chiu, A.K.C. Wong, B. Cheung -- Learning useful rules from inclusive data / R. Uthurusamy, U.M. Fayyad, S. Spangler -- Rule induction using information theory / P. Smyth, R.M. Goodman -- Incremental discovery of rules and structure by hierarchical and parallel clustering / J. Hong, C. Mao
  • The discovery, analysis, and representation of data dependencies in databases / W. Ziarko -- Attribute-oriented induction in relational databases / Y. Cai, N. Cercone, J. Han -- Discovery, analysis, and presentation of strong rules / G. Piatetsky-Shapiro -- Integration of heuristic and Bayesian approaches in a pattern-classification system / Q. Wu, P. Suetens, A. Oosterlinck -- Using functions to encode domain and contextual knowledge in statistical induction / W.J. Frawley -- Integrated learning in a real domain / F. Bergadano [and others] -- Induction of decision trees from complex structured data / M. Manago, Y. Kodratoff -- Summary data estimation using decision trees / M.C. Chen, L. NcNamee -- A support system for interpreting statistical data / P. Hoschka, W. Klöesgen -- On linguistic summaries of data / R.R. Yager
  • Extracting reaction information from chemical databases / C.-S. Ai, P. Blower, R.H. Ledwith -- Automated knowledge generation from a CAD database / A. Gonzalez [and others] -- Justification-based refinement of expert knowledge / J.C. Schlimmer, T.M. Mitchell, J. McDermott -- Rule discovery for query optimization / M. Siegel, E. Sciore, S. Salveter -- Unsupervised discovery in an operational control setting / B. Silverman, M.R. Hieb, T.M. Mezher -- Mining for knowledge in databases : goals and general description of the INLEN system / K.A. Kaufman, R.S. Michalski, L. Kerschberg -- Automating the discovery of causal relationships in a medical records database : the POSCH AI Project / J.M. Long [and others] -- Discovery of medical diagnostic information : an overview of methods and results / M. McLeish [and others] -- The trade-off between knowledge and data in knowledge acquisition / B.R. Gaines
  • Knowledge discovery as a threat to database security / D.E. O'Leary
Dimensions
24 cm
Extent
xii, 525 pages
Isbn
9780262660709
Lccn
92106122
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)24942213
  • (OCoLC)ocm24942213
Label
Knowledge discovery in databases
Publication
Note
Edited by Gregory Piatetsky-Shapiro and William J. Frawley
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
  • Knowledge discovery in databases : an overview / W.J. Frawley, G. Piatetsky-Shapiro, C.J. Matheus -- Interactive mining of regularities in databases / J. Zytkow, J. Baker -- Discovering functional relationships from observational data / Y.-H. Wu, S. Wang -- Minimal-length encoding and inductive inference / E.P.D. Pednault -- On evaluation of domain-independent scientific function-finding systems / C. Schaffer -- A statistical technique for extracting classificatory knowledge from databases / K.C.C. Chan, A.K.C. Wong -- Information discovery through hierarchical maximum entropy discretization and synthesis / D.K.Y. Chiu, A.K.C. Wong, B. Cheung -- Learning useful rules from inclusive data / R. Uthurusamy, U.M. Fayyad, S. Spangler -- Rule induction using information theory / P. Smyth, R.M. Goodman -- Incremental discovery of rules and structure by hierarchical and parallel clustering / J. Hong, C. Mao
  • The discovery, analysis, and representation of data dependencies in databases / W. Ziarko -- Attribute-oriented induction in relational databases / Y. Cai, N. Cercone, J. Han -- Discovery, analysis, and presentation of strong rules / G. Piatetsky-Shapiro -- Integration of heuristic and Bayesian approaches in a pattern-classification system / Q. Wu, P. Suetens, A. Oosterlinck -- Using functions to encode domain and contextual knowledge in statistical induction / W.J. Frawley -- Integrated learning in a real domain / F. Bergadano [and others] -- Induction of decision trees from complex structured data / M. Manago, Y. Kodratoff -- Summary data estimation using decision trees / M.C. Chen, L. NcNamee -- A support system for interpreting statistical data / P. Hoschka, W. Klöesgen -- On linguistic summaries of data / R.R. Yager
  • Extracting reaction information from chemical databases / C.-S. Ai, P. Blower, R.H. Ledwith -- Automated knowledge generation from a CAD database / A. Gonzalez [and others] -- Justification-based refinement of expert knowledge / J.C. Schlimmer, T.M. Mitchell, J. McDermott -- Rule discovery for query optimization / M. Siegel, E. Sciore, S. Salveter -- Unsupervised discovery in an operational control setting / B. Silverman, M.R. Hieb, T.M. Mezher -- Mining for knowledge in databases : goals and general description of the INLEN system / K.A. Kaufman, R.S. Michalski, L. Kerschberg -- Automating the discovery of causal relationships in a medical records database : the POSCH AI Project / J.M. Long [and others] -- Discovery of medical diagnostic information : an overview of methods and results / M. McLeish [and others] -- The trade-off between knowledge and data in knowledge acquisition / B.R. Gaines
  • Knowledge discovery as a threat to database security / D.E. O'Leary
Dimensions
24 cm
Extent
xii, 525 pages
Isbn
9780262660709
Lccn
92106122
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
illustrations
System control number
  • (OCoLC)24942213
  • (OCoLC)ocm24942213

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