Publikationen von Markus Goldstein

2013

• 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.

2012

• 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.

2010

• Sarah Daniel Abdelmessih; Faisal Shafait; Matthias Reif; Markus Goldstein
  Landmarking for Meta-Learning using RapidMiner.
  In: RapidMiner Community Meeting and Conference. RapidMiner Community Meeting and Conference (RCOMM-10), September 13-16, Dortmund, Germany, Online, 9/2010.

2009

• Markus Goldstein; Matthias Reif; Armin Stahl; Thomas Breuel
  Server-side Prediction of Source IP Addresses using Density Estimation.
  In: Availability, Reliability and Security, 2009. ARES 09. Fourth International Conference on. International Conference on Availability, Reliability and Security (ARES-2009), ARES - The International Dependability Conference, March 16-19, Fukuoka, Japan, Pages 82-89, ISBN 978-0-7695-3564-7, IEEE Computer Society Press, 3/2009.

2008

• Markus Goldstein; Christoph Lampert; Matthias Reif; Armin Stahl; Thomas Breuel
  Bayes Optimal DDoS Mitigation by Adaptive History-Based IP Filtering.
  In: Seventh International Conference on Networking. Seventh International Conference on Networking (ICN-2008), April 13-19, Cancun, Mexico, Pages 174-179, IEEE Computer Society, 4/2008.
• Matthias Reif; Markus Goldstein; Armin Stahl; Thomas Breuel
  Anomaly Detection by Combining Decision Trees and Parametric Densities.
  In: Pattern Recognition, 2008. ICPR 2008. 19th International Conference on Pattern Recognition (ICPR-2008), December 8-11, Tampa, FL, United States, IEEE, 12/2008.
• Markus Goldstein; Matthias Reif; Armin Stahl; Thomas Breuel
  High Performance Traffic Shaping for DDoS Mitigation.
  In: Proceedings of the 2008 ACM CoNEXT conference. 4th ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT-2008), December 9-12, Madrid, Spain, ISBN 978-1-60558-264-1, ACM, 12/2008.