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On Detecting Clustered Anomalies Using SCiForest.

F. Liu, K. Ting, и Z. Zhou. ECML/PKDD (2), том 6322 из Lecture Notes in Computer Science, стр. 274-290. Springer, (2010)

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Fast Anomaly Detection for Streaming Data.S. Tan, K. Ting, и F. Liu. IJCAI, стр. 1511-1516. IJCAI/AAAI, (2011)On Detecting Clustered Anomalies Using SCiForest.F. Liu, K. Ting, и Z. Zhou. ECML/PKDD (2), том 6322 из Lecture Notes in Computer Science, стр. 274-290. Springer, (2010)Density Estimation Based on Mass.K. Ting, T. Washio, J. Wells, и F. Liu. ICDM, стр. 715-724. IEEE Computer Society, (2011)Isolation-Based Anomaly Detection.F. Liu, K. Ting, и Z. Zhou. ACM Trans. Knowl. Discov. Data, 6 (1): 3:1-3:39 (2012)Efficient Anomaly Detection by Isolation Using Nearest Neighbour Ensemble.T. Bandaragoda, K. Ting, D. Albrecht, F. Liu, и J. Wells. ICDM Workshops, стр. 698-705. IEEE Computer Society, (2014)Isolation Forest.F. Liu, K. Ting, и Z. Zhou. ICDM, стр. 413-422. IEEE Computer Society, (2008)Variable Randomness in Decision Tree Ensembles.F. Liu, и K. Ting. PAKDD, том 3918 из Lecture Notes in Computer Science, стр. 81-90. Springer, (2006)Spectrum of Variable-Random Trees.F. Liu, K. Ting, Y. Yu, и Z. Zhou. J. Artif. Intell. Res., (2008)DEMass: a new density estimator for big data.K. Ting, T. Washio, J. Wells, F. Liu, и S. Aryal. Knowl. Inf. Syst., 35 (3): 493-524 (2013)Relevance feature mapping for content-based multimedia information retrieval.G. Zhou, K. Ting, F. Liu, и Y. Yin. Pattern Recognit., 45 (4): 1707-1720 (2012)