From Explanation to Action: An End-to-End Human-in-the-loop Framework
for Anomaly Reasoning and Management

From Explanation to Action: An End-to-End Human-in-the-loop Framework for Anomaly Reasoning and Management

6 April 2023

Xueying Ding

Nikita Seleznev

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Papers citing "From Explanation to Action: An End-to-End Human-in-the-loop Framework for Anomaly Reasoning and Management"

16 / 16 papers shown

Title
Sparx: Distributed Outlier Detection at Scale Sean Zhang V. Ursekar Leman Akoglu 45 7 0 02 Jun 2022
Rethinking Explainability as a Dialogue: A Practitioner's Perspective Himabindu Lakkaraju Dylan Slack Yuxin Chen Chenhao Tan Sameer Singh LRM 71 64 0 03 Feb 2022
The Disagreement Problem in Explainable Machine Learning: A Practitioner's Perspective Satyapriya Krishna Tessa Han Alex Gu Steven Wu S. Jabbari Himabindu Lakkaraju 246 195 0 03 Feb 2022
MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series Dongyu Liu Sarah Alnegheimish Alexandra Zytek K. Veeramachaneni AI4TS 56 21 0 10 Dec 2021
HURRA! Human readable router anomaly detection J. M. Navarro Dario Rossi 51 6 0 23 Jul 2021
A Survey on the Explainability of Supervised Machine Learning Nadia Burkart Marco F. Huber FaML XAI 55 775 0 16 Nov 2020
TODS: An Automated Time Series Outlier Detection System Kwei-Harng Lai Daochen Zha Guanchu Wang Junjie Xu Yue Zhao ... Yile Chen Purav Zumkhawaka Minyang Wan D. Martinez Xia Hu AI4TS 121 67 0 18 Sep 2020
How Useful Are the Machine-Generated Interpretations to General Users? A Human Evaluation on Guessing the Incorrectly Predicted Labels Hua Shen Ting-Hao 'Kenneth' Huang FAtt HAI 60 56 0 26 Aug 2020
CloudDet: Interactive Visual Analysis of Anomalous Performances in Cloud Computing Systems Ke Xu Yun Wang Leni Yang Yifang Wang Bo Qiao Si Qin Yong Xu Haidong Zhang Huamin Qu 38 37 0 30 Jul 2019
Visual Analytics of Anomalous User Behaviors: A Survey Yang Shi Yuyin Liu Hanghang Tong Jingrui He Gang Yan Nan Cao 43 22 0 14 May 2019
Anomaly Detection in Road Traffic Using Visual Surveillance: A Survey Santhosh Kelathodi Kumaran D. P. Dogra P. Roy 59 136 0 24 Jan 2019
PyOD: A Python Toolbox for Scalable Outlier Detection Yue Zhao Zain Nasrullah Zheng Li 92 724 0 06 Jan 2019
VAE with a VampPrior Jakub M. Tomczak Max Welling GAN BDL 68 635 0 19 May 2017
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders Nat Dilokthanakul P. Mediano M. Garnelo M. J. Lee Hugh Salimbeni Kai Arulkumaran Murray Shanahan DRL 74 658 0 08 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 346 5,379 0 03 Nov 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 455 16,923 0 20 Dec 2013

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