Knowledge discovery in databases.

Bibliographic Details
Other Authors: Piatetsky-Shapiro, Gregory
Frawley, William, 1953-
Language:English
Published: Menlo Park, Calif. : AAAI Press : MIT Press, [1991], ©1991.
Subjects:
Database management.
Database searching.
Physical Description:xii, 525 pages : illustrations ; 24 cm
Format: Book
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 ... [et al.]
  • 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 ... [et al.]
  • 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 ... [et al.]
  • Discovery of medical diagnostic information : an overview of methods and results / M. McLeish ... [et al.]
  • 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.