Anomalías

TID07 Anomaly Detection.202309.pdf

Stefan Axelsson: The Base-Rate Fallacy and its Implications for the Difficulty of Intrusion Detection. RAID'99, 2nd International Workshop on the Recent Advances in Intrusion Detection, West Lafayette, Indiana, USA, September 7-9, 1999.
Farhad Hussain, Huan Liu, Einoshin Suzuki & Hongjun Lu: Exception Rule Mining with a Relative Interestingness Measure. PAKDD'2000, 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, LNCS 1805, pages 86-97.
Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng & Jörg Sander: LOF: identifying density-based local outliers. SIGMOD'2000, International Conference on Management of Data, Dallas, Texas, United States (also in ACM SIGMOD Record, Volume 29, Issue 2, June 2000, pages 93-104).

Surveys

Aleksandar Lazarevic, Aysel Ozgur, Levent Ertöz, Jaideep Srivastava, Vipin Kumar: A Comparative Study of Anomaly Detection Schemes in Network Intrusion Detection. SDM'2003, Proceedings of the Third SIAM International Conference on Data Mining, San Francisco, CA, USA, May 1-3, 2003.
Markos Markou & Sameer Singh: Novelty Detection: A Review - Part 1: Statistical Approaches. Signal Processing, Volume 83, Issue 12, December 2003, pages 2481-2497. DOI 10.1016/j.sigpro.2003.07.018

Marco-Antonio Balderas, Fernando Berzal, Juan Carlos Cubero, Eduardo Eisman & Nicolás Marín: Discovering Hidden Association Rules. KDD 2005 Workshop on Data Mining Methods for Anomaly Detection, Chicago, IL, August 21st, 2005