A general-purpose method for applying Explainable AI for Anomaly Detection

23 July 2022

Papers citing "A general-purpose method for applying Explainable AI for Anomaly Detection"

8 / 8 papers shown

Title
Extending Decision Predicate Graphs for Comprehensive Explanation of Isolation Forest Matteo Ceschin Leonardo Arrighi Luca Longo Sylvio Barbon Junior 19 0 0 06 May 2025
LogicQA: Logical Anomaly Detection with Vision Language Model Generated Questions Yejin Kwon Daeun Moon Youngje Oh Hyunsoo Yoon 71 0 0 26 Mar 2025
Developing Guidelines for Functionally-Grounded Evaluation of Explainable Artificial Intelligence using Tabular Data M. Velmurugan Chun Ouyang Yue Xu Renuka Sindhgatta B. Wickramanayake Catarina Moreira ELM LMTD XAI 24 0 0 30 Sep 2024
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution T. Idé Naoki Abe 38 4 0 09 Aug 2023
Detection of Sensor-To-Sensor Variations using Explainable AI Sarah Seifi Sebastian A. Schober Cecilia Carbonelli Lorenzo Servadei Robert Wille 20 0 0 19 Jun 2023
Structural Attention-Based Recurrent Variational Autoencoder for Highway Vehicle Anomaly Detection Neeloy Chakraborty Aamir Hasan Shuijing Liu Tianchen Ji Weihang Liang D. L. McPherson Katherine Driggs-Campbell 29 11 0 09 Jan 2023
A Survey on Explainable Anomaly Detection Zhong Li Yuxuan Zhu M. Leeuwen 28 73 0 13 Oct 2022
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 251 3,683 0 28 Feb 2017