Publikationen

• Markus Goldstein; Stefan Asanger; Matthias Reif; Andrew Hutchinson
  Enhancing Security Event Management Systems with Unsupervised Anomaly Detection.
  In: Proceedings of the 2nd International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2013), February 15-18, Barcelona, Spain, Pages 530-538, ISBN 978-989-8565-41-9, SciTePress, 2/2013.
• Mennatallah Amer; Markus Goldstein
  Nearest-Neighbor and Clustering based Anomaly Detection Algorithms for RapidMiner.
  In: Simon Fischer; Ingo Mierswa (Hrsg.). Proceedings of the 3rd RapidMiner Community Meeting and Conferernce (RCOMM 2012). RapidMiner Community Meeting and Conference (RCOMM-2012), August 28-31, Budapest, Hungary, Pages 1-12, ISBN 978-3-8440-0995-8, Shaker Verlag GmbH, Aachen, 8/2012.
• Markus Goldstein; Andreas Dengel
  Histogram-based Outlier Score (HBOS): A fast Unsupervised Anomaly Detection Algorithm.
  In: Stefan Wölfl (Hrsg.). KI-2012: Poster and Demo Track. German Conference on Artificial Intelligence (KI-2012), 35th, September 24-27, Saarbrücken, Germany, Pages 59-63, Online, 9/2012.
• Markus Goldstein
  FastLOF: An Expectation-Maximization based Local Outlier Detection Algorithm.
  In: Proceedings of the 21st International Conference on Pattern Recognition. International Conference on Pattern Recognition (ICPR-2012), 21st, November 11-15, Tsukuba, Japan, Pages 2282-2285, ISBN 978-4-9906441-1-6, IEEE, 11/2012.
• Matthias Reif; Faisal Shafait; Markus Goldstein; Thomas Breuel; Andreas Dengel
  Automatic classifier selection for non-experts.
  In: Pattern Analysis and Applications (PAA), Vol. July 2012, Pages 1-14, Springer-Verlag, 7/2012.
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