Publications 2005

• Fuzzy Frequent Pattern Discovery Based on Recursive Elimination
  Xiaomeng Wang, Christian Borgelt, and Rudolf Kruse
  Proc. 4th IEEE Int. Conf. on Machine Learning and Applications (ICMLA'05, Los Angeles, CA), 391-396.
  IEEE Press, Piscataway, NJ, USA 2005
  icmla_05.pdf (159 kb) icmla_05.ps.gz (140 kb) (6 pages)
• On Canonical Forms for Frequent Graph Mining
  Christian Borgelt
  Workshop on Mining Graphs, Trees, and Sequences (MGTS'05 at PKDD'05, Porto, Portugal), 1-12.
  ECML/PKDD'05 Organization Committee, Porto, Portugal 2005.
  mgts_05.pdf (260 kb) mgts_05.ps.gz (171 kb) (12 pages)
• MoSS: A Program for Molecular Substructure Mining
  Christian Borgelt, Thorsten Meinl, and Michael R. Berthold
  Workshop Open Source Data Mining Software (OSDM'05, Chicago, IL), 6--15.
  ACM Press, New York, NY, USA 2005.
  moss_osdm.pdf (247 kb) moss_osdm.ps.gz (160 kb) (10 pages)
• An Implementation of the FP-growth Algorithm
  Christian Borgelt
  Workshop Open Source Data Mining Software (OSDM'05, Chicago, IL), 1-5.
  ACM Press, New York, NY, USA 2005.
  fpgrowth.pdf (152 kb) fpgrowth.ps.gz (116 kb) (5 pages)
• Keeping Things Simple: Finding Frequent Item Sets by Recursive Elimination
  Christian Borgelt.
  Workshop Open Source Data Mining Software (OSDM'05, Chicago, IL), 66-70.
  ACM Press, New York, NY, USA 2005
  relim.pdf (166 kb) relim.ps.gz (122 kb) (5 pages)
• Minimum Weight Triangulation by Cutting Out Triangles
  Magdalene Grantson, Christian Borgelt, and Christos Levcopoulos
  Proc. 16th Annual Int. Symposium on Algorithms and Computation (ISAAC'05, Sanya, China), LNCS 3827:984-994.
  Springer-Verlag, Heidelberg, Germany 2005.
  isaac_05.pdf (239 kb) isaac_05.ps.gz (185 kb) (10 pages)
  An earlier version of this paper was published as:
  Technical Report LU-CS-TR:2005-235, ISSN 1650-1276 Report 155, Lund University, Lund, Sweden 2005 (July 4, 2005).
  cover_235.pdf (264 kb)
• A Fixed Parameter Algorithm for Minimum Weight Triangulation: Analysis and Experiments
  Magdalene Grantson, Christian Borgelt, and Christos Levcopoulos
  Technical Report LU-CS-TR:2005-234, ISSN 1650-1276 Report 154, Lund University, Lund, Sweden 2005 (April 20, 2005).
  tr_234.pdf (273 kb) tr_234.ps.gz (192 kb) cover_234.pdf (264 kb)
(12 pages)
• Molecular Fragment Mining for Drug Discovery
  Christian Borgelt, Michael R. Berthold, and David E. Patterson
  Proc. 8th European Conf. on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'05, Barcelona, Spain), LNCS 3571:1002-1013.
  Springer-Verlag, Heidelberg, Germany 2005.
  moss_ecs.pdf (224 kb) moss_ecs.ps.gz (138 kb) (12 pages)
• Probabilistic Graphical Models for the Diagnosis of Analog Electrical Circuits
  Christian Borgelt and Rudolf Kruse
  Proc. 8th European Conf. on Symbolic and Quantitative Approaches to Reasoning and Uncertainty (ECSQARU'05, Barcelona, Spain), LNCS 3571:100-110.
  Springer-Verlag, Heidelberg, Germany 2005.
  ecsqa_05.pdf (170 kb) ecsqa_05.ps.gz (140 kb) (11 pages)
• Fuzzy and Probabilistic Clustering with Shape and Size Constraints
  Christian Borgelt and Rudolf Kruse
  Proc. 11th Int. Fuzzy Systems Association World Congress (IFSA'05, Beijing, China), 945-950.
  Tsinghua University Press and Springer-Verlag, Beijing, China, and Heidelberg, Germany 2005.
  sscons.pdf (133 kb) sscons.ps.gz (220 kb) (6 pages)
• Mining Fuzzy Frequent Item Sets
  Xiaomeng Wang, Christian Borgelt, and Rudolf Kruse
  Proc. 11th Int. Fuzzy Systems Association World Congress (IFSA'05, Beijing, China), 528-533.
  Tsinghua University Press and Springer-Verlag, Beijing, China, and Heidelberg, Germany 2005.
  ifsa_05.pdf (107 kb) ifsa_05.ps.gz (70 kb) (6 pages)
• Fuzzy Learning Vector Quantization with Size and Shape Parameters
  Christian Borgelt, Andreas Nürnberger, and Rudolf Kruse
  Proc. 15th IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE'05, Reno, NV), on CD-ROM
  IEEE Press, Piscataway, NJ, USA 2005
  fieee_05.pdf (184 kb) fieee_05.ps.gz (126 kb) (6 pages)
• Effects of Irrelevant Attributes in Fuzzy Clustering
  Christian Döring, Christian Borgelt, and Rudolf Kruse
  Proc. 15th IEEE Int. Conf. on Fuzzy Systems (FUZZ-IEEE'05, Reno, NV), on CD-ROM
  IEEE Press, Piscataway, NJ, USA 2005
  irratt.pdf (549 kb) irratt.ps.gz (783 kb) (6 pages)

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