Explaining Anomalies in Groups with Characterizing Subspace Rules

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Explaining Anomalies in Groups with Characterizing Subspace Rules

20 August 2017

Meghanath Macha

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Papers citing "Explaining Anomalies in Groups with Characterizing Subspace Rules"

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Title
Root Cause Analysis of Outliers with Missing Structural Knowledge Nastaran Okati Sergio Hernan Garrido Mejia William Orchard Patrick Blöbaum Dominik Janzing 91 2 0 07 Jun 2024
D.MCA: Outlier Detection with Explicit Micro-Cluster Assignments Shuli Jiang R. Cordeiro Leman Akoglu OOD 41 5 0 15 Oct 2022
A Survey on Explainable Anomaly Detection Zhong Li Yuxuan Zhu M. Leeuwen 115 78 0 13 Oct 2022
A Unifying Review of Deep and Shallow Anomaly Detection Lukas Ruff Jacob R. Kauffmann Robert A. Vandermeulen G. Montavon Wojciech Samek Marius Kloft Thomas G. Dietterich Klaus-Robert Muller UQCV 138 806 0 24 Sep 2020
Detection of Thin Boundaries between Different Types of Anomalies in Outlier Detection using Enhanced Neural Networks Rasoul Kiani Amin Keshavarzi M. Bohlouli 13 12 0 24 Jan 2020
Shapley Values of Reconstruction Errors of PCA for Explaining Anomaly Detection Naoya Takeishi FAtt 141 33 0 08 Sep 2019
Visualizing Image Content to Explain Novel Image Discovery Jake H. Lee K. Wagstaff 29 3 0 14 Aug 2019