Should I Raise The Red Flag? A comprehensive survey of anomaly scoring
methods toward mitigating false alarms

v1v2 (latest)

Should I Raise The Red Flag? A comprehensive survey of anomaly scoring methods toward mitigating false alarms

14 April 2019

Zahra Zohrevand

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Papers citing "Should I Raise The Red Flag? A comprehensive survey of anomaly scoring methods toward mitigating false alarms"

16 / 16 papers shown

Title
PyOD: A Python Toolbox for Scalable Outlier Detection Yue Zhao Zain Nasrullah Zheng Li 89 724 0 06 Jan 2019
Active Anomaly Detection via Ensembles S. Das M. R. Islam Nitthilan Kanappan Jayakodi J. Doppa 47 13 0 17 Sep 2018
Detecting Cyberattacks in Industrial Control Systems Using Convolutional Neural Networks Moshe Kravchik A. Shabtai 64 274 0 21 Jun 2018
Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding K. Hundman V. Constantinou Christopher Laporte Ian Colwell T. Söderström AI4TS 117 1,248 0 13 Feb 2018
Deep Learning for IoT Big Data and Streaming Analytics: A Survey M. Mohammadi Ala I. Al-Fuqaha Sameh Sorour Mohsen Guizani 76 1,060 0 09 Dec 2017
Setting the threshold for high throughput detectors: A mathematical approach for ensembles of dynamic, heterogeneous, probabilistic anomaly detectors Robert A. Bridges Jessie D. Jamieson Joel W. Reed 33 16 0 25 Oct 2017
Time Series Anomaly Detection; Detection of anomalous drops with limited features and sparse examples in noisy highly periodic data Dominique T. Shipmon Jason M. Gurevitch Paolo Piselli Stephen T. Edwards AI4TS 43 131 0 11 Aug 2017
Mass Volume Curves and Anomaly Ranking Stéphan Clémenccon Albert Thomas 16 13 0 03 May 2017
Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery T. Schlegl Philipp Seeböck S. Waldstein U. Schmidt-Erfurth Georg Langs MedIm GAN 106 2,230 0 17 Mar 2017
Deep Learning for Time-Series Analysis J. Gamboa AI4TS 58 442 0 07 Jan 2017
How to Evaluate the Quality of Unsupervised Anomaly Detection Algorithms? Nicolas Goix 28 72 0 05 Jul 2016
Evaluating Real-time Anomaly Detection Algorithms - the Numenta Anomaly Benchmark Alexander Lavin Subutai Ahmad AI4TS 47 426 0 12 Oct 2015
A Meta-Analysis of the Anomaly Detection Problem Andrew Emmott S. Das Thomas G. Dietterich Alan Fern Weng-Keen Wong 65 174 0 03 Mar 2015
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 81 758 0 14 Feb 2012
Robust Kernel Density Estimation JooSeuk Kim Clayton D. Scott OOD 72 390 0 15 Jul 2011
Learning under Concept Drift: an Overview Indrė Žliobaitė 91 454 0 22 Oct 2010