Publications 2015

• Mining Frequent Synchronous Patterns with a Graded Notion of Synchrony
  Salatiel Ezennaya-Gomez and Christian Borgelt
  Proc. 16th Congress Int. Fuzzy Systems Association (IFSA)
  and 9th Conf. Europ. Society for Fuzzy Logic and Technology (EUSFLAT)
  (IFSA-EUSFLAT 2015, Gijón, Spain).
  Atlantis Press, Amsterdam, Netherlands 2015
  doi:10.2991/ifsa-eusflat-15.2015.189 Atlantis Press
  ifsa_15.pdf (343 kb) ifsa_15.ps.gz (1254 kb) (8 pages)
  This paper won the EUSFLAT Best Student Paper Award.
• Automatic Learning of Synchrony in Neuronal Electrode Recordings
  David Picado-Muiño and Christian Borgelt
  Proc. 16th Congress Int. Fuzzy Systems Association (IFSA)
  and 9th Conf. Europ. Society for Fuzzy Logic and Technology (EUSFLAT)
  (IFSA-EUSFLAT 2015, Gijón, Spain)
  Atlantis Press, Amsterdam, Netherlands 2015
  doi:10.2991/ifsa-eusflat-15.2015.174 Atlantis Press
  findwidth.pdf (321 kb) findwidth.ps.gz (465 kb) (7 pages)
• Mining Frequent Parallel Episodes with Selective Participation
  Christian Borgelt, Christian Braune, Kristian Loewe and Rudolf Kruse
  Proc. 16th Congress Int. Fuzzy Systems Association (IFSA)
  and 9th Conf. Europ. Society for Fuzzy Logic and Technology (EUSFLAT)
  (IFSA-EUSFLAT 2015, Gijón, Spain)
  Atlantis Press, Amsterdam, Netherlands 2015
  doi:10.2991/ifsa-eusflat-15.2015.97 Atlantis Press
  selpart.pdf (557 kb) selpart.ps.gz (1668 kb) (8 pages)
• Handling Noise and Outliers in Fuzzy Clustering
  Christian Borgelt, Christian Braune, Marie-Jeanne Lesot, and Rudolf Kruse
  Fifty Years of Fuzzy Logic and its Applications
  Studies in Fuzziness and Soft Computing Volume 326, 315-335
  Springer-Verlag, Berlin/Heidelberg, Germany 2015
  doi:10.1007/978-3-319-19683-1_17 springer.com
  n+o_fc.pdf (590 kb) n+o_fc.ps.gz (1681 kb) (18 pages)
• Test Statistics for the Identification of Assembly Neurons in Parallel Spike Trains
  David Picado-Muiño and Christian Borgelt
  Computational Intelligence and Neuroscience 2015, Article ID 427829.
  Hindawi Publishing Corporation, Cairo, Egypt, and New York, NY, USA 2015
  doi:10.1155/2015/427829 hindawi.com
  jcin_15.pdf (2273 kb) jcin_15.ps.gz (8414 kb) (12 pages)
• Mining Significant Frequent Patterns in Parallel Episodes with a Graded Notion of Synchrony and Selective Participation
  Salatiel Ezennaya-Gomez and Christian Borgelt
  Proc. 7th Int. Conf. on Neural Computation Theory and Applications (NCTA 2015, Lisbon, Portugal)
  This paper was nominated for the NCTA Best Student Paper Award.
• Bedeutung von Zugehörigkeitsgraden in der Fuzzy-Technologie
  Christian Borgelt and Rudolf Kruse
  Informatik-Spektrum, 2015/7, 1-10
  Springer-Verlag, Berlin/Heidelberg, Germany 2015
  doi:10.1007/s00287-015-0932-7 springer.com (10 pages)
• Significant Frequent Item Sets Via Pattern Spectrum Filtering
  Christian Borgelt and David Picado-Muiño
  In: Mikael Collan, Mario Fredrizzi, Janusz Kaprzyk (eds.)
  Solving Problems with Fuzzy Technology: Present Applications and Future Challenges, 73-84.
  Springer-Verlag, Berlin/Heidelberg, Germany 2015
  doi:10.1007/978-3-319-26986-3_4 springer.com
  sigfim.pdf (693 kb) sigfim.ps.gz (729 kb) (12 pages)
• Computational Intelligence - Eine methodische Einführung in Künstliche Neuronale Netze, Evolutionäre Algorithmen, Fuzzy-Systeme und Bayes-Netze
  Rudolf Kruse, Christian Borgelt, Christian Braune, Frank Klawonn, Christian Moewes, und Matthias Steinbrecher
  Springer-Vieweg, Berlin/Heidelberg, Germany 2015, ISBN 978-3-658-10904-2
  doi:10.1007/978-3-658-10904-2 springer.com
  (2. Auflage 2015, 515 pages, in German)

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.