Deep Generative Modeling in Constraint Discovery and Anomaly Detection

Author:

Hu wentao,Jiang Dawei,Wu Sai,Chen Ke,Chen Gang

Publisher

Elsevier BV

Reference37 articles.

1. Unsupervised Anomaly Detection in Network Intrusion Detection Using Clusters;Kingsly Leung;Proceedings of the Twenty-eighth Australasian conference on Computer Science,2015

2. A Comparative Evaluation of Unsupervised Anomaly Detection Algorithms for Multivariate Data;Markus Goldstein;PloS one,2016

3. Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery;Thomas Schlegl;International conference on information processing in medical imaging,2017

4. Human-in-theloop Outlier Detection;C Chai;Proceedings of the International Conference on Management of Data,2020

5. Online anomalous trajectory detection with deep generative sequence modeling;Y Liu;International Conference on Data Engineering,2020

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