Publications 2004

• Modeling and Diagnosis of Analog Circuits with Probabilistic Graphical Models
  Christian Borgelt, Daniela Girimonte, and Guiseppe Acciani
  Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS 2004, Vancouver, Canada)
  IEEE Press, Piscataway, NJ, USA 2004
  iscas_04.pdf (75 kb) iscas_04.ps.gz (62 kb) (4 pages)
• Learning Vector Quantization: Cluster Size and Cluster Number
  Christian Borgelt, Daniela Girimonte, and Guiseppe Acciani
  Proc. IEEE Int. Symp. on Circuits and Systems (ISCAS 2004, Vancouver, Canada)
  IEEE Press, Piscataway, NJ, USA 2004
  cluster.pdf (429 kb) cluster.ps.gz (1902 kb) (4 pages)
• Information Measures in Fuzzy Decision Trees
  Xiaomeng Wang and Christian Borgelt
  Proc. 13th IEEE International Conference on Fuzzy Systems (FUZZ-IEEE'04, Budapest, Hungary), on CD-ROM
  IEEE Press, Piscataway, NJ, USA 2004
  fieee_04.pdf (112 kb) fieee_04.ps.gz (84 kb) (6 pages)
  
• Dependence Relationships between Gene Ontology Terms based on TIGR Gene Product Annotations
  Anand Kumar, Barry Smith, and Christian Borgelt
  Proc. 3rd Int. Workshop on Computational Terminology (CompuTerm 2004), 31-38
  Geneva, Switzerland 2004
  cterm_04.pdf (153 kb) cterm_04.ps.gz (339 kb) (8 pages)
• Discriminative Closed Fragment Mining and Perfect Extensions in MoFa
  Thorsten Meinl, Christian Borgelt, and Michael R. Berthold
  Proc. 2nd Starting AI Researchers' Symposium (STAIRS 2004, Valencia, Spain), 3-14
  IOS Press, Amsterdam, Netherlands 2004
  stairs_04.pdf (382 kb) stairs_04.ps.gz (205 kb) (12 pages)
• Fuzzy Clustering of Quantitative and Qualitative Data
  Christian Döring, Christian Borgelt, and Rudolf Kruse
  Proc. Conf. North American Fuzzy Information Processing Society (NAFIPS 2004, Banff, Alberta, Canada), 84-89
  IEEE Press, Piscataway, NJ, USA 2004
  nafips_04.pdf (285 kb) nafips_04.ps.gz (429 kb) (6 pages)
• Probabilistische grafische Modelle und ihre Anwendung in der Automobilindustrie
  Christian Borgelt and Rudolf Kruse
  Datenbank Spektrum 4(9):18-23
  dpunkt Verlag, Heidelberg, Germany 2004
  (6 pages, in German)
• An Extension to Possibilistic Fuzzy Cluster Analysis
  Heiko Timm, Christian Borgelt, Christian Döring, and Rudolf Kruse
  Fuzzy Sets and Systems 147:3-16
  Elsevier Science, Amsterdam, Netherlands 2004
  (14 pages)
• Shape and Size Regularization in Expectation Maximization and Fuzzy Clustering
  Christian Borgelt and Rudolf Kruse
  Proc. 8th European Conf. on Principles and Practice of Knowledge Discovery in Databases (PKDD 2004, Pisa, Italy), 52-62
  Springer, Heidelberg, Germany 2004
  pkdd_04.pdf (235 kb) pkdd_04.ps.gz (321 kb) (11 pages)
• Fast Fuzzy Clustering of Web Page Collections
  Christian Borgelt and Andreas Nürnberger
  Proc. Workshop on Statistical Approaches to Web Mining (SAWM 2004, Pisa, Italy), 75-86
  University of Pisa, Pisa, Italy 2004
  sawm_04.pdf (219 kb) sawm_04.ps.gz (171 kb) (12 pages)
• Mining Fragments with Fuzzy Chains in Molecular Databases
  Thorsten Meinl, Christian Borgelt, and Michael R. Berthold
  Proc. 2nd Int. Workshop on Mining Graphs, Trees and Sequences (MGTS 2004, Pisa, Italy), 49-60
  University of Pisa, Pisa, Italy 2004
  mgts_04.pdf (546 kb) mgts_04.ps.gz (211 kb) (12 pages)
• Large Scale Mining of Molecular Fragments with Wildcards
  Heiko Hofer, Christian Borgelt and Michael R. Berthold
  Intelligent Data Analysis 8:495-504
  IOS Press, Amsterdam, Netherlands 2004
  acm.org
  (10 pages)
• Experiments in Document Clustering using Cluster Specific Term Weights
  Christian Borgelt and Andreas Nürnberger
  Proc. Workshop Machine Learning and Interaction for Text-based Information Retrieval (TIR 2004, Ulm, Germany), 55-68
  University of Ulm, Germany 2004
  tir_04.pdf (363 kb) tir_04.ps.gz (252 kb) (13 pages)
• Experiments in Term Weighting and Keyword Extraction in Document Clustering
  Christian Borgelt and Andreas Nürnberger
  Lernen, Wissensentdeckung und Adaptivität, Workshop GI Fachgruppe Maschinelles Lernen (LWA 2004/FGML 2004, Berlin, Germany), 123-130
  (8 pages)
• Advanced Pruning Strategies to Speed Up Mining Closed Molecular Fragments
  Christian Borgelt, Thorsten Meinl, and Michael R. Berthold
  Proc. IEEE Conf. on Systems, Man and Cybernetics (SMC 2004, The Hague, Netherlands), on CD-ROM
  IEEE Press, Piscataway, NJ, USA 2004
  smc_04.pdf (122 kb) smc_04.ps.gz (65 kb) (6 pages)
• Recursion Pruning for the Apriori Algorithm
  Christian Borgelt
  2nd Workshop of Frequent Item Set Mining Implementations (FIMI 2004, Brighton, UK)
  fimi_04.pdf (41 kb) fimi_04.ps.gz (29 kb) (2 pages)
• Knowledge Revision in Markov Networks
  Jörg Gebhardt, Christian Borgelt, and Rudolf Kruse
  Mathware and Softcomputing 11(2-3):93-107
  University of Granada, Granada, Spain 2004
  (15 pages)

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.