Publications 2000

• Learning from Imprecise Data: Possibilistic Graphical Models
  Christian Borgelt and Rudolf Kruse
  International Meeting on Nonlinear Methods and Data Mining, pp. 190-203
  Consiglio Nazionale delle Ricerche, Rome, Italy 2000
  (14 pages)
• Kapitel 9: Unsicheres und vages Wissen
  Christian Borgelt, Heiko Timm and Rudolf Kruse
  Einführung in die Künstliche Intelligenz (3. Auflage), 291-347
  G. Görz, C.-R. Rollinger and J. Schneeberger, eds
  Addison-Wesley, Bonn, Germany 2000
  
• Abductive Inference with Probabilistic Networks
  Christian Borgelt and Rudolf Kruse
  In: D.M. Gabbay and R. Kruse (eds.)
  Handbook of Defeasible Reasoning and Uncertainty Management Systems
  Vol. 4: Abductive Reasoning and Learning, 281-314
  Kluwer, Dordrecht, Netherlands 2000
  abductio.pdf (201 kb) abductio.ps.gz (133 kb) (34 pages)
• Advanced Fuzzy Clustering and Decision Tree Plug-Ins for DataEngine
  Christian Borgelt and Heiko Timm
  In: B. Azvine, N. Azarmi, and D. Nauck (eds.)
  Intelligent Systems and Soft Computing, 188-212
  LNCS 1804, Springer, London, United Kingdom 2000
  bt.pdf (397 kb) bt.ps.gz (245 kb) (25 pages)
• Problems and Prospects in Fuzzy Data Analysis
  Rudolf Kruse, Christian Borgelt and Detlef Nauck
  In: B. Azvine, N. Azarmi, and D. Nauck (eds.)
  Intelligent Systems and Soft Computing, 95-109
  LNCS 1804, Springer, London, United Kingdom 2000
  bt2.pdf (214 kb) bt2.ps.gz (135 kb) (15 pages)
• Using Fuzzy Clustering to Improve Naive Bayes Classifiers and Probabilistic Networks
  Christian Borgelt, Heiko Timm, and Rudolf Kruse
  Proc. 9th IEEE International Conference on Fuzzy Systems
  (FUZZ-IEEE'00, San Antonio, TX), CD-ROM
  IEEE Press, Piscataway, NJ, USA 2000
  fieee_00.pdf (194 kb) fieee_00.ps.gz (161 kb) (6 pages)
• Possibilistic Graphical Models
  Christian Borgelt, Jörg Gebhardt, and Rudolf Kruse
  In: G. Della Riccia, R. Kruse, and H.-J. Lenz (eds.)
  Computational Intelligence in Data Mining (Proc. 3rd Int. Workshop, Udine, Italy 1998), 51-68
  CISM Courses and Lectures 408, Springer, Wien, Austria 2000
  cidm_98.pdf (155 kb) cidm_98.ps.gz (122 kb) (17 pages)

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