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Induction of expert system rules from databases based on rough set theory and resampling methods

  • Shusaku Tsumoto
  • Hiroshi Tanaka
Posters
Part of the Lecture Notes in Computer Science book series (LNCS, volume 934)

References

  1. 1.
    Breiman, L., Freidman, J., Olshen, R., and Stone, C. 1984. Classification And Regression Trees. Belmont, CA: Wadsworth International Group.Google Scholar
  2. 2.
    Clark, P., Niblett, T. 1989. The CN2 Induction Algorithm. Machine Learning, 3,261–283.Google Scholar
  3. 3.
    Efron, B. 1982. The Jackknife, the Bootstrap and Other Resampling Plans. Society for Industrial and Applied Mathematics, Pennsylvania.Google Scholar
  4. 4.
    Matsumura, Y., et al. 1986. Consultation system for diagnoses of headache and facial pain: RHINOS. Medical Informatics, 11, 145–157.PubMedGoogle Scholar
  5. 5.
    Pawlak, Z. 1991. Rough Sets. Kluwer Academic Publishers, Dordrecht.Google Scholar
  6. 6.
    Buchnan, B. G. and Shortliffe, E. H.(eds.) Rule-Based Expert Systems, Addison-Wesley, MA, 1984.Google Scholar
  7. 7.
    Ziarko, W. 1991. The Discovery, Analysis, and Representation of Data Dependencies in Databases, in: Shapiro, G. P. and Frawley, W. J.(eds), Knowledge Discovery in Databases, AAAI press, Palo Alto, CA, pp.195–209.Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 1995

Authors and Affiliations

  • Shusaku Tsumoto
    • 1
  • Hiroshi Tanaka
    • 1
  1. 1.Department of Information Medicine Medical Research InstituteTokyo Medical and Dental UniversityTokyoJapan

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