A Survey on Explainable Anomaly Detection

13 October 2022

Papers citing "A Survey on Explainable Anomaly Detection"

16 / 16 papers shown

Title
Research on Anomaly Detection Methods Based on Diffusion Models Yi Chen DiffM 56 0 0 08 May 2025
Explaining Anomalies with Tensor Networks Hans Hohenfeld Marius Beuerle Elie Mounzer 29 0 0 06 May 2025
Control-flow anomaly detection by process mining-based feature extraction and dimensionality reduction Francesco Vitale Marco Pegoraro W. V. Aalst Nicola Mazzocca 55 0 0 17 Feb 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey Ruiyao Xu Kaize Ding 57 5 0 17 Feb 2025
Counterfactual Explanation for Auto-Encoder Based Time-Series Anomaly Detection A. Srinivasan Varun Singapuri Ravi J. C. Andresen Anders Holst CML 41 0 0 03 Jan 2025
Adaptive Anomaly Detection for Identifying Attacks in Cyber-Physical Systems: A Systematic Literature Review P. Moriano Steven C. Hespeler Mingyan Li Maria Mahbub AAML 69 0 0 21 Nov 2024
MeLIAD: Interpretable Few-Shot Anomaly Detection with Metric Learning and Entropy-based Scoring Eirini Cholopoulou D. Iakovidis AAML 26 0 0 20 Sep 2024
Interpretable Clustering: A Survey Lianyu Hu Mudi Jiang Junjie Dong Xinying Liu Zengyou He 28 1 0 01 Sep 2024
Networking Systems for Video Anomaly Detection: A Tutorial and Survey Jing Liu Yang Liu Jieyu Lin Jielin Li Peng Sun Bo Hu Liang Song Azzedine Boukerche Victor C.M. Leung Victor C.M. Leung 43 10 0 16 May 2024
Outlier detection using flexible categorisation and interrogative agendas Marcel Boersma Krishna Manoorkar A. Palmigiano Mattia Panettiere Apostolos Tzimoulis N. Wijnberg 24 2 0 19 Dec 2023
Explainable Contextual Anomaly Detection using Quantile Regression Forests Zhong Li M. Leeuwen AI4TS 39 15 0 22 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng R. Li Octavia Camps Yun Fu 23 5 0 13 Feb 2023
Self-Supervised and Interpretable Anomaly Detection using Network Transformers Daniel L. Marino Chathurika S. Wickramasinghe C. Rieger Milos Manic 29 8 0 25 Feb 2022
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 106 227 0 26 Sep 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,235 0 24 Jun 2017
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 251 3,683 0 28 Feb 2017