Publications 2012

• The Hubness Phenomenon: Fact or Artifact?
  Thomas Low, Christian Borgelt, Sebastian Stober, and Andreas Nürnberger
  In: C. Borgelt, M.A. Gil, J.M.C. Sousa, and M. Verleysen (eds.)
  Towards Advanced Data Analysis by Combining Soft Computing and Statistics,
  Studies in Fuzziness and Soft Computing 285:267-278.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012/2013
  doi:10.1007/978-3-642-30278-7_21 springer.com
  cost_hubs.pdf (1858 kb) cost_hubs.ps.gz (2057 kb) (12 pages)
• Mining Local Connectivity Patterns in fMRI Data
  Kristian Loewe, Marcus Grueschow, Christian Borgelt
  In: C. Borgelt, M.A. Gil, J.M.C. Sousa, and M. Verleysen (eds.)
  Towards Advanced Data Analysis by Combining Soft Computing and Statistics,
  Studies in Fuzziness and Soft Computing 285:305-317.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012/2013
  doi:10.1007/978-3-642-30278-7_24 springer.com
  cost_fmri.pdf (1011 kb) cost_fmri.ps.gz (990 kb) (12 pages)
• Towards Advanced Data Analysis by Combining Soft Computing and Statistics
  Christian Borgelt, María Ángeles Gil, João M.C. Sousa, and Michel Verleysen (eds.)
  Studies in Fuzziness and Soft Computing 285.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012/2013, ISBN 978-3-642-30278-7
• Assembly Detection in Continuous Neural Spike Train Data
  Christian Braune, Christian Borgelt, and Sonja Grün
  Advances in Intelligent Data Analysis XI:
  Proc. 11th Int. Symposium (IDA 2012, Helsinki, Finland), LNCS 7619:78-89.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012
  doi:10.1007/978-3-642-34156-4_9 springer.com
  assdect.pdf (987 kb) assdect.ps.gz (991 kb) (12 pages)
• Fuzzy Frequent Pattern Mining in Spike Trains
  David Picado-Muiño, Iván Castro-León, and Christian Borgelt
  Advances in Intelligent Data Analysis XI:
  Proc. 11th Int. Symposium (IDA 2012, Helsinki, Finland), LNCS 7619:289-300.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012
  doi:10.1007/978-3-642-34156-4_27 springer.com
  ida_12.pdf (284 kb) ida_12.ps.gz (288 kb) (12 pages)
• Soft Pattern Mining in Neuroscience
  Christian Borgelt
  Synergies of Soft Computing and Statistics for Intelligent Data Analysis:
  Proc. 6th Int. Conf. Soft Methods in Probability and Statistics
  Advances in Intelligent Systems and Computing 190:3-10.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012/2013
  doi:10.1007/978-3-642-33042-1_1 springer.com
  smps_12.pdf (918 kb) smps_12.ps.gz (643 kb) (8 pages)
• Objective Functions for Fuzzy Clustering
  Christian Borgelt
  In: C. Moewes and A. Nürnberger (eds.)
  Computational Intelligence in Intelligent Data Analysis,
  Studies in Computational Intelligence 445:3-16.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012
  doi:10.1007/978-3-642-32378-2_1 springer.com
  objfn.pdf (141 kb) objfn.ps.gz (139 kb) (14 pages)
• Network Creation: Overview
  Christian Borgelt
  In: M.R. Berthold (ed.)
  Bisociative Knowledge Discovery:
  An Introduction to Concepts, Algorithms, Tools, and Applications, LNCS 7250:51-53.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012
  doi:10.1007/978-3-642-31830-6_4 springer.com
  netcrtn.pdf (100 kb) netcrtn.ps.gz (110 kb) (3 pages)
• Selecting the Links in BisoNets Generated from Document Collections
  Marc Segond and Christian Borgelt
  In: M.R. Berthold (ed.)
  Bisociative Knowledge Discovery:
  An Introduction to Concepts, Algorithms, Tools, and Applications, LNCS 7250:54-65.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012
  doi:10.1007/978-3-642-31830-6_5 springer.com
  linksel.pdf (541 kb) linksel.ps.gz (604 kb) (12 pages)
• Cover Similarity Based Item Set Mining
  Marc Segond and Christian Borgelt
  In: M.R. Berthold (ed.)
  Bisociative Knowledge Discovery:
  An Introduction to Concepts, Algorithms, Tools, and Applications, LNCS 7250:104-121.
  Springer-Verlag, Berlin/Heidelberg, Germany 2012
  doi:10.1007/978-3-642-31830-6_8 springer.com
  jim.pdf (407 kb) jim.ps.gz (411 kb) (18 pages)
• Frequent Item Set Mining
  Christian Borgelt
  Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 2(6):437-456.
  J. Wiley & Sons, Chichester, United Kingdom 2012
  doi:10.1002/widm.1074 wiley.com
  (20 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.