Publications 2002

• Learning from Imprecise Data: Possibilistic Graphical Models
  Christian Borgelt and Rudolf Kruse
  Computational Statistics and Data Analysis 38(4):449-463
  Elsevier, Amsterdam, Netherlands 2002
• Graphical Models - Methods for Data Analysis and Mining
  Christian Borgelt and Rudolf Kruse
  J. Wiley and Sons, Chichester, United Kingdom 2002, ISBN 0-470-84337-3
• Induction of Association Rules: Apriori Implementation
  Christian Borgelt and Rudolf Kruse
  15th Conference on Computational Statistics (Compstat 2002, Berlin, Germany), 395-400
  Physica Verlag, Heidelberg, Germany 2002
  cstat_02.pdf (105 kb) cstat_02.ps.gz (91 kb) (6 pages)
• Suche im Datendschungel
  Christian Borgelt and Rudolf Kruse
  Spektrum der Wissenschaft 11/02, 80-81
  Spektrum-Verlag, Heidelberg, Germany 2002
• Unsicheres Wissen nutzen
  Christian Borgelt and Rudolf Kruse
  Spektrum der Wissenschaft 11/02, 82-84
  Spektrum-Verlag, Heidelberg, Germany 2002
• Learning Graphical Models by Extending Optimal Spanning Trees
  Christian Borgelt and Rudolf Kruse
  Proc. 9th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU 2002, Annecy, France), 603-608
  Universite Savoie, France 2002
  ipmu_02.pdf (117 kb) ipmu_02.ps.gz (98 kb) (6 pages)
• Data Mining with Graphical Models
  Rudolf Kruse and Christian Borgelt
  In: S. Lange, K. Satoh, and C.H. Smith (eds.)
  Discovery Science, Proc. 5th Int. Conference (DS2002, Lübeck, Germany), 2-11
  LNCS 2534, Springer, Berlin, Germany 2002
  (identical to following paper)
• Data Mining with Graphical Models
  Rudolf Kruse and Christian Borgelt
  13th International Conference on Algorithmic Learning Theory (ALT2002, Lübeck, Germany), 22-32
  Springer-Verlag, Heidelberg, Germany 2002
  alt_02.pdf (141 kb) alt_02.ps.gz (115 kb) (10 pages)
• Mining Molecular Fragments: Finding Relevant Substructures of Molecules
  Christian Borgelt and Michael R. Berthold
  IEEE International Conference on Data Mining (ICDM 2002, Maebashi, Japan), 51-58
  IEEE Press, Piscataway, NJ, USA 2002
  icdm_02.pdf (112 kb) icdm_02.ps.gz (69 kb) (8 pages)

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