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Anomaly detection
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#	Item
361	Microsoft PowerPoint - sdm10-outlier-tutorial.ppt [Kompatibilitätsmodus] Add to Reading List Source URL: www.dbs.ifi.lmu.de Language: English - Date: 2010-05-05 05:07:00 Robust statistics Hans-Peter Kriegel Anomaly detection Outlier Cluster analysis Statistics Data analysis Data mining
362	Temporal Signatures for Intrusion Detection Anita Jones Song Li [removed] Add to Reading List Source URL: cs.fit.edu Language: English - Date: 2002-03-07 16:12:59 Variance Intrusion detection system Standard deviation Database Anomaly detection Statistics Data analysis Normal distribution
363	DNIDS: A Dependable Network Intrusion Detection System Using the CSI-KNN Algorithm by Add to Reading List Source URL: www.collectionscanada.gc.ca Language: English - Date: 2007-10-26 05:15:31 Software Anomaly detection Intrusion detection system Network intrusion detection system Bro Statistical classification Korea New Network K-nearest neighbor algorithm Computer network security System software Computer security
364	Towards Modeling the Behavior of Autonomous Systems and Humans for Trusted Operations Weiqing Gu,1 Ranjeev Mittu,1 Julie Marble,2 Gavin Taylor,3 Ciara Sibley,1 Joseph Coyne,1 and W.F. Lawless4 1 Add to Reading List Source URL: www.nrl.navy.mil Language: English - Date: 2014-06-26 16:32:41 Knowledge Anomaly detection Data mining Data security Autonomy Predictive analytics System Information systems Human factors Cybernetics Statistics Science
365	On Evaluation of Outlier Rankings and Outlier Scores Add to Reading List Source URL: siam.omnibooksonline.com Language: English - Date: 2012-03-30 09:04:56 Non-parametric statistics Data mining Data analysis Outlier ELKI Anomaly detection Hans-Peter Kriegel Rank correlation Correlation and dependence Statistics Covariance and correlation Statistical dependence
366	SDM11-outlier-preprint.pdf Add to Reading List Source URL: www.dbs.ifi.lmu.de Language: English - Date: 2011-01-17 11:04:03 Multivariate statistics Robust statistics Statistical theory Local outlier factor Outlier Anomaly detection ELKI Mahalanobis distance Errors and residuals in statistics Statistics Data mining Data analysis
367	Subsampling for Efficient and Effective Unsupervised Outlier Detection Ensembles ∗ † Add to Reading List Source URL: www.dbs.ifi.lmu.de Language: English - Date: 2013-06-04 08:13:57 Robust statistics Outlier ELKI Anomaly detection Ensemble learning Quartile Receiver operating characteristic Local outlier factor Statistics Data mining Data analysis
368	to appear in: Proceedings of the 14th SIAM International Conference on Data Mining (SDM), Philadelphia, PA, 2014 Generalized Outlier Detection with Flexible Kernel Density Estimates Erich Schubert Add to Reading List Source URL: www.dbs.ifi.lmu.de Language: English - Date: 2014-01-23 04:30:21 Local outlier factor Outlier Anomaly detection ELKI Kernel density estimation Hans-Peter Kriegel K-nearest neighbor algorithm OPTICS algorithm Robust statistics Statistics Non-parametric statistics Data mining
369	Ensembles for Unsupervised Outlier Detection: Challenges and Research Questions [Position Paper] Arthur Zimek Ricardo J. G. B. Campello Add to Reading List Source URL: www.kdd.org Language: English - Date: 2014-01-31 16:18:34 Cluster analysis Machine learning Robust statistics Outlier Anomaly detection Consensus clustering Mixture model Ensemble learning Statistical ensemble Statistics Data analysis Data mining
370	Proactive Insider Threat Detection through Graph Learning and Psychological Context Oliver Brdiczka, Juan Liu, Bob Price, Jianqiang Shen, Akshay Patil, Richard Chow, Eugene Bart, Nicolas Ducheneaut Palo Alto Research Cen Add to Reading List Source URL: www.parc.com Language: English - Date: 2012-05-07 15:44:41 Science Behavior Computer security Data security Georgia Tech Research Institute Anomaly detection Anomaly Detection at Multiple Scales Psychology Social psychology Statistics Data mining Behavioural sciences

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