Publications 2009

• Fuzzy Subspace Clustering
  Christian Borgelt
  Proc. 32nd Annual Conf. of the German Classification Society (GfKl 2008, Hamburg, Germany), 93-103
  Springer-Verlag, Berlin, Germany 2009
  doi:10.1007/978-3-642-01044-6_8 www.springerlink.com
  gfkl_08.pdf (207 kb) gfkl_08.ps.gz (201 kb) (10 pages)
• Identification of Neurons Participating in Cell Assemblies
  Sonja Grün, Denise Berger, and Christian Borgelt
  Proc. IEEE Int. Conf. on Acoustics, Speech and Signal Processing, 3493-3496
  IEEE Press, Piscataway, NJ, USA 2009
  doi:10.1109/ICASSP.2009.4960378 ieeexplore.ieee.org
  icassp_09.pdf (202 kb) icassp_09.ps.gz (134 kb) (4 pages)
• SaM: A Split and Merge Algorithm for Fuzzy Frequent Item Set Mining
  Christian Borgelt and Xiaomeng Wang
  Proc. 13th Int. Fuzzy Systems Association World Congress and 6th Conf. of the European Society for Fuzzy Logic and Technology (IFSA/EUSFLAT'09, Lisbon, Portugal), 968-973
  IFSA/EUSFLAT Organization Committee, Lisbon, Portugal 2009
  ifsa_09.pdf (440 kb) ifsa_09.ps.gz (276 kb) (6 pages)
• BisoNet Generation using Textual Data
  Marc Segond and Christian Borgelt
  Proc. Workshop Explorative Analytics of Information Networks (EIN 2009@ECML/PKDD 2009)
  ECML/PKDD Organization Committee, Bled, Slovenia 2009
  ein_09.pdf (354 kb) ein_09.ps.gz (993 kb) (11 pages)
  talk by Marc Segond on videolectures.net
• A Conditional Independence Algorithm for Learning Undirected Graphical Models
  Christian Borgelt
  Journal of Computer and System Sciences 76:21-33
  Elsevier, Amsterdam, Netherlands 2009/2010
  doi:10.1016/j.jcss.2009.05.003 www.sciencedirect.com
  (20 pages)
• (Approximate) Frequent Item Set Mining Made Simple with a Split and Merge Algorithm
  Christian Borgelt and Xiaomeng Wang
  Chapter 10 of: Anne Laurent and Marie-Jeanne Lesot (eds.),
  Scalable Fuzzy Algorithms for Data Management and Analysis: Methods and Design, 254-272
  IGI Global, Hershey, PA, USA 2009
  doi:10.4018/978-1-60566-858-1.ch010 www.igi-global.com
  sam.pdf (511 kb) sam.ps.gz (325 kb) (19 pages)
• Graph Mining: An Overview
  Christian Borgelt
  Proc. 19th GMA/GI Workshop Computational Intelligence, 189-203
  Universitätskolleg Bommerholz, Witten-Bommerholz, Germany 2009
  gmagi_09.pdf (224 kb) gmagi_09.ps.gz (111 kb) (15 pages)
• Graphical Models - Representations for Learning, Reasoning and Data Mining (2nd Edition)
  Christian Borgelt, Matthias Steinbrecher, and Rudolf Kruse
  J. Wiley and Sons, Chichester, United Kingdom 2009, ISBN 978-0-470-72219-7

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.