Detecting Outliers in Data with Correlated Measures

Yu-Hsuan Kuo, Zhenhui Li, Daniel Kifer

Type: Preprint

Publication Date: 2018-10-17

Citations: 18

DOI: https://doi.org/10.1145/3269206.3271798

Locations

arXiv (Cornell University) - View - PDF
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+	MCODE: Multivariate Conditional Outlier Detection	2015	Charmgil Hong Miloš Hauskrecht
+ PDF Chat	Mining multidimensional contextual outliers from categorical relational data	2015	Guanting Tang Jian Pei James Bailey Guozhu Dong
+	Regression Diagnostics	1985	Kenneth A. Bollen Robert W. Jackman
+	Robust Linear Mixed Models with Normal/Independent Distributions and Bayesian MCMC Implementation	2003	Guilherme J. M. Rosa Carlos Roberto Padovani Daniel Gianola
+	The skew-Cauchy distribution	2000	Barry C. Arnold Robert J. Beaver
+	On scale mixtures of normal distributions	1987	Mike West
+ PDF Chat	Robust Estimation of a Location Parameter	1964	Peter J. Huber
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin
+	Discovering Contexts and Contextual Outliers Using Random Walks in Graphs	2009	Xiang Wang Ian Davidson
+	Rapid Distance-Based Outlier Detection via Sampling	2013	Mahito Sugiyama Karsten Borgwardt