Outlier analysis, 2013. ,
Outlier detection using centrality and center-proximity, Proceedings of CIKM, 2012. ,
Lof: identifying density-based local outliers, Proceedings of ACM SIGMOD, 2000. ,
Anomaly detection: a survey, ACM Computing Surveys, vol.41, 2009. ,
Editorial: special issue on learning from imbalanced data, SIGKDD Explorations, vol.6, 2004. ,
Mining coherent anomaly collections on web data, Proceedings of CIKM, 2012. ,
Finding clusters of different sizes, shapes and densities in noisy, high-dimensional data, Proceedings of SDM, 2003. ,
A density-based algorithm for discovering clusters in large spatial databases with noise, Proceedings of ACM SIGKDD, 1996. ,
Identification of outliers, 1980. ,
Discovering cluster-based local outliers, Pattern Recognition Letters, vol.24, 2003. ,
Maximum likelihood estimation of intrinsic dimension, Advances in Neural Information Processing Systems, vol.17, 2005. ,
, Proceedings of ICDM, 2008.
On detecting clustered anomalies using SCiForest, ECML PKDD 2010, Part II, vol.6322, pp.274-290, 2010. ,
Isolation-based anomaly detection, ACM Transactions on Knowledge Discovery from Data, vol.6, 2012. ,
A tutorial on spectral clustering, Statistics and Computing, vol.17, 2007. ,
Some methods for classification and analysis of multivariate observations, Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, 1967. ,
Loci: Fast outlier detection using the local correlation integral, Proceedings of ICDE, 2003. ,
Identification of outliers in multivariate data, Journal of the American Statistical Association, 1996. ,
Statistical challenges facing early outbreak detection in biosurveillance, Technometrics, Special Issue on Anomaly Detection, 2010. ,
Svms for highly imbalanced classification, IEEE Transactions on Systems, Man and Cybernetics, vol.39, 2009. ,
K-means clustering versus validation measures: a data distribution perspective, Proceedings of SIGKDD, 2006. ,
Data clustering with size constraints. Knowledge-Based Systems, vol.23, 2010. ,