Publications 2011

• Item Set Mining Based on Cover Similarity
  Marc Segond and Christian Borgelt
  Advances in Knowledge Discovery and Data Mining: Proc. 15th Pacific-Asia Conf. on Knowledge Discovery and Data Mining (PAKDD 2011, Shenzhen, China), LNCS 6635:493-505
  Springer-Verlag, Berlin, Germany 2011
  pakdd_11.pdf (415 kb) pakdd_11.ps.gz (351 kb) (12 pages)
• Finding Closed Frequent Item Sets by Intersecting Transactions
  Christian Borgelt, Xiaoyuan Yang, Ruben Nogales-Cadenas, Pedro Carmona-Saez, and Alberto Pascual-Montano
  Proc. 14th Int. Conf. on Extending Database Technology (EDBT 2011, Uppsala, Sweden), 367-376.
  ACM Press, New York, NY, USA 2011
  edbt_11.pdf (448 kb) edbt_11.ps.gz (373 kb) (10 pages)
• Mining Fault-tolerant Item Sets using Subset Size Occurrence Distributions
  Christian Borgelt and Tobias Kötter
  Proc. 10th Int. Symposium on Intelligent Data Analysis (IDA 2011, Porto, Portugal), 43-54.
  LNCS 7014, Springer-Verlag, Berlin, Germany 2011
  sodim.pdf (330 kb) sodim.ps.gz (311 kb) (12 pages)
• Finding Ensembles of Neurons in Spike Trains by Non-linear Mapping and Statistical Testing
  Christian Braune, Christian Borgelt and Sonja Grün
  Proc. 10th Int. Symposium on Intelligent Data Analysis (IDA 2011, Porto, Portugal), 55-66.
  LNCS 7014, Springer-Verlag, Berlin, Germany 2011
  ida_11.pdf (1809 kb) ida_11.ps.gz (1884 kb) (12 pages)
• Frequent Route Based Continuous Moving Object Location and Density Prediction on Road Networks
  Gyözö Gidófalvi, Manohar Kaul, Christian Borgelt, and Torben Bach Pedersen
  Proc. 19th ACM SIGSPATIAL Int. Conf. on Advances in Geographic Information Systems (GIS 2011, Chicago, IL), accepted.
  ACM Press, New York, NY, USA 2011
  gis_11.pdf (365 kb) (4 pages)
• Computational Intelligence
  Rudolf Kruse, Christian Borgelt, Frank Klawonn, Christian Moewes, Georg Ruß, und Matthias Steinbrecher
  Vieweg+Teubner Verlag, Wiesbaden, Germany 2011, ISBN 978-3-8348-1275-9
  (461 pages, in German)
• New Algorithms for Finding Approximate Frequent Item Sets
  Christian Borgelt, Christian Braune, Tobias Kötter und Sonja Grün
  Soft Computing, to appear (already available online)
  Springer-Verlag, Berlin, Germany 2010
  doi:10.1007/s00500-011-0776-2 www.springer.com

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