Publications 2018

• Residual Neural Networks to Distinguish Craving Smokers, Non-craving Smokers and Non-smokers by Their EEG Signals
  Christoph Doell, Sarah E. Donohue, and Christian Borgelt
  Proc. IEEE Symposium Series on Computational Intelligence (SSCI 2018, Bangalore, India), 510-517
  IEEE Press, Piscataway, NJ, USA 2018
  doi:10.1109/SSCI.2018.8628678 ieeexplore.ieee.com
  ssci_18.pdf (299 kb) ssci_18.ps.gz (601 kb) (12 pages)
• Training Neural Networks to Distinguish Craving Smokers, Non-craving Smokers, and Non-smokers
  Christoph Doell, Sarah E. Donohue, Cedrik Pätz, and Christian Borgelt
  Proc. 17th Int. Symposium on Intelligent Data Analysis, (IDA 2018, 's-Hertogenbosch, Netherlands), 75-86
  Springer-Verlag, Berlin/Heidelberg, Germany 2018
  doi:10.1007/978-3-030-01768-2_7 springer.com
  ida_18a.pdf (718 kb) ida_18a.ps.gz (1090 kb) (12 pages)
• Communication-Free Widened Learning of Bayesian Network Classifiers Using Hashed Fiedler Vectors
  Oliver R. Sampson, Christian Borgelt, and Michael R. Berthold
  Proc. 17th Int. Symposium on Intelligent Data Analysis, (IDA 2018, 's-Hertogenbosch, Netherlands), 264-277
  Springer-Verlag, Berlin/Heidelberg, Germany 2018
  doi:10.1007/978-3-030-01768-2_22 springer.com
  ida_18b.pdf (1398 kb) ida_18b.ps.gz (1689 kb) (12 pages)
• Learned Feature Generation for Molecules
  Patrick Winter, Christian Borgelt, and Michael R. Berthold
  Proc. 17th Int. Symposium on Intelligent Data Analysis, (IDA 2018, 's-Hertogenbosch, Netherlands), 380-391
  Springer-Verlag, Berlin/Heidelberg, Germany 2018
  doi:10.1007/978-3-030-01768-2_31 springer.com
  ida_18c.pdf (265 kb) ida_18c.ps.gz (267 kb) (12 pages)
• Mining Frequent Synchronous Patterns based on Item Cover Similarity
  Salatiel Ezennaya-Gomez and Christian Borgelt
  Int. Journal of Comp. Intelligence Systems 11:525--539.
  Atlantis Press, Amsterdam, Netherlands 2018
  doi:10.2991/ijcis.11.1.39 atlantis-press.com
  (15 pages)
• Frontiers in Computational Intelligence
  Sanaz Mostaghim, Andreas Nürnberger, and Christian Borgelt (eds.)
  Springer-Verlag, Berlin/Heidelberg, Germany 2018, ISBN 978-3-319-67789-7
  doi:10.1007/978-3-319-67789-7 springer.com
  (143 pages)

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.