Publications 2003

• Learning Possibilistic Graphical Models from Data
  Christian Borgelt and Rudolf Kruse
  IEEE Transactions on Fuzzy Systems 11(2):159-172
  IEEE Press, Piscataway, NJ, USA 2003
• Operations and Evaluation Measures for Learning Possibilistic Graphical Models
  Christian Borgelt and Rudolf Kruse
  Artificial Intelligence 148:385-418
  Elsevier, Amsterdam, Netherlands 2003
• Information Mining: Editorial
  Rudolf Kruse and Christian Borgelt
  Int. Journal of Approximate Reasoning 32:63-65
  Elsevier, Amsterdam, Netherlands 2003
  ijar.pdf (47 kb) ijar.ps.gz (43 kb) (3 pages)
• Speeding Up Fuzzy Clustering with Neural Network Techniques
  Christian Borgelt and Rudolf Kruse
  Proc. 12th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'03, St. Louis, MO, USA)
  IEEE Press, Piscataway, NJ, USA 2003
  fieee_03.pdf (172 kb) fieee_03.ps.gz (75 kb) (5 pages)
  The program used in this paper can be found here.
  The shell scripts and datasets are contained in this archive: Note that due to some changes of the program and the scripts the results differ slightly from those reported in the paper.
• Data Mining with Possibilistic Graphical Models
  Christian Borgelt and Rudolf Kruse
  In: P. Melo-Pinto, H.N. Teodorescu, and T. Fukuda (eds.)
  Systematic Organisation of Information in Fuzzy Systems, 229-248
  Nato Science Series III, Vol. 184
  IOS Press, Amsterdam, Netherlands 2003
  nato_01.pdf (243 kb) nato_01.ps.gz (157 kb) (18 pages)
• Local Structure Learning in Graphical Models
  Christian Borgelt and Rudolf Kruse
  In: Giaccomo Della Riccia, Didier Dubois, Rudolf Kruse, and Hans-Joachim Lenz (eds.)
  Planning based on Decision Theory (Proc. 6th Int. Workshop, Udine, Italy 2002), 99-118
  CISM Courses and Lectures 472, Springer, Wien, Austria 2003
  issek_02.pdf (195 kb) issek_02.ps.gz (152 kb) (20 pages)
• Advances in Intelligent Data Analysis V
  Proc. 5th International Symposium on Intelligent Data Analysis (IDA 2003, Berlin, Germany)
  Michael R. Berthold, Hans-Joachim Lenz, Elizabeth Bradley, Rudolf Kruse, and Christian Borgelt (eds.)
  Springer-Verlag, Heidelberg, Germany 2003
• Large Scale Mining of Molecular Fragments with Wildcards
  Heiko Hofer, Christian Borgelt, and Michael Berthold
  Proc. 5th International Symposium on Intelligent Data Analysis (IDA 2003, Berlin, Germany), LNCS 2810:380-389
  Springer-Verlag, Heidelberg, Germany 2003
  ida_03.pdf (187 kb) ida_03.ps.gz (125 kb) (10 pages)
• On Identifying Tree-Structured Perfect Maps
  Christian Borgelt
  Proc. 26th German Conference on Artificial Intelligence (KI2003, Hamburg, Germany), LNCS 2821:385-395
  Springer-Verlag, Heidelberg, Germany, 2003
  ki_03.pdf (167 kb) ki_03.ps.gz (135 kb) (11 pages)
• Finding Discriminative Molecular Fragments
  Christian Borgelt, Heiko Hofer, and Michael Berthold
  Workshop Information Mining - Navigating Large Heterogeneous Spaces of Multimedia Information
  German Conference on Artificial Intelligence, Hamburg, Germany 2003
  wsim_03.pdf (303 kb) wsim_03.ps.gz (143 kb) (13 pages)
• Neuro-Fuzzy-Systeme - Von den Grundlagen Neuronaler Netze zu modernen Fuzzy-Systemen
  (in German)
  Detlef Nauck, Christian Borgelt, Frank Klawonn und Rudolf Kruse
  Vieweg-Verlag, Wiesbaden, Germany 2003, ISBN 3-528-25265-0
• Efficient Implementations of Apriori and Eclat
  Christian Borgelt
  Workshop of Frequent Item Set Mining Implementations (FIMI 2003, Melbourne, FL, USA)
  fimi_03.pdf (304 kb) fimi_03.ps.gz (197 kb) (9 pages)
• Learning Graphical Models by Extending Optimal Spanning Trees
  Christian Borgelt and Rudolf Kruse
  Intelligent Systems for Information Processing - From Representation to Applications, 339-348
  Bernadette Bouchon-Meunier, Laurent Foulloy, and Ronald R. Yager (eds.)
  Elsevier, Amsterdam, Netherlands 2003

BibTeX entries

The publications made available on these pages as PDF or Postcript files are, unless published as Open Access, preliminary draft versions that may deviate from the finally published printed versions that are subject to copyright restrictions.