On the Nature and Types of Anomalies: A Review of Deviations in Data

30 July 2020

Papers citing "On the Nature and Types of Anomalies: A Review of Deviations in Data"

18 / 18 papers shown

Title
A Typology of Data Anomalies Ralph Foorthuis 30 14 0 04 Jul 2021
Algorithmic Frameworks for the Detection of High Density Anomalies Ralph Foorthuis 15 2 0 09 Oct 2020
Current Time Series Anomaly Detection Benchmarks are Flawed and are Creating the Illusion of Progress R. Wu Eamonn J. Keogh AI4TS 61 203 0 29 Sep 2020
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 117 803 0 24 Sep 2020
SECODA: Segmentation- and Combination-Based Detection of Anomalies Ralph Foorthuis 20 8 0 16 Aug 2020
The Clever Hans Effect in Anomaly Detection Jacob R. Kauffmann Lukas Ruff G. Montavon Klaus-Robert Muller AAML 59 32 0 18 Jun 2020
Anomaly Detection in Univariate Time-series: A Survey on the State-of-the-Art Mohammad Braei Sebastian Wagner AI4TS 36 194 0 01 Apr 2020
Detecting semantic anomalies Faruk Ahmed Aaron Courville 53 83 0 13 Aug 2019
Anomaly Detection in High Dimensional Data P. D. Talagala Rob J. Hyndman K. Smith‐Miles 35 52 0 12 Aug 2019
SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks Yuening Li Xiao Huang Jundong Li Mengnan Du Na Zou 87 108 0 11 Aug 2019
Explaining Anomalies Detected by Autoencoders Using SHAP Liat Antwarg Ronnie Mindlin Miller Bracha Shapira Lior Rokach FAtt TDI 62 86 0 06 Mar 2019
Deep Learning for Anomaly Detection: A Survey Raghavendra Chalapathy Sanjay Chawla AI4TS 154 1,494 0 10 Jan 2019
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations Francesco Locatello Stefan Bauer Mario Lucic Gunnar Rätsch Sylvain Gelly Bernhard Schölkopf Olivier Bachem OOD 124 1,471 0 29 Nov 2018
Deep Learning: A Critical Appraisal G. Marcus HAI VLM 131 1,042 0 02 Jan 2018
Spatio-Temporal Data Mining: A Survey of Problems and Methods G. Atluri Anuj Karpatne Vipin Kumar AI4TS 50 274 0 13 Nov 2017
The Mythos of Model Interpretability Zachary Chase Lipton FaML 183 3,706 0 10 Jun 2016
GLAD: Group Anomaly Detection in Social Media Analysis- Extended Abstract Qi Rose Yu Xinran He Yan Liu 62 134 0 07 Oct 2014
One-Class Support Measure Machines for Group Anomaly Detection Krikamol Muandet Bernhard Schölkopf 74 80 0 01 Mar 2013