Anomaly Attribution with Likelihood Compensation

23 August 2022

Papers citing "Anomaly Attribution with Likelihood Compensation"

9 / 9 papers shown

Title
Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis Hiroshi Yokoyama Ryusei Shingaki Kaneharu Nishino Shohei Shimizu Thong Pham CML 80 0 0 11 Nov 2024
A Bayesian explanation of machine learning models based on modes and functional ANOVA Quan Long 21 1 0 05 Nov 2024
The PetShop Dataset -- Finding Causes of Performance Issues across Microservices Michaela Hardt William Orchard Patrick Blobaum S. Kasiviswanathan Elke Kirschbaum AI4TS 17 2 0 08 Nov 2023
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution T. Idé Naoki Abe 41 4 0 09 Aug 2023
A Survey on Explainable Artificial Intelligence for Cybersecurity Gaith Rjoub Jamal Bentahar Omar Abdel Wahab R. Mizouni Alyssa Song Robin Cohen Hadi Otrok Azzam Mourad 15 27 0 07 Mar 2023
The Counterfactual-Shapley Value: Attributing Change in System Metrics Amit Sharma Hua Li Jian Jiao 32 2 0 17 Aug 2022
Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning V. T. Trifunov M. Shadaydeh Björn Barz Joachim Denzler OOD AI4TS 28 3 0 14 Sep 2021
A Comprehensive Survey on Graph Anomaly Detection with Deep Learning Xiaoxiao Ma Jia Wu Shan Xue Jian Yang Chuan Zhou Quan Z. Sheng Hui Xiong Leman Akoglu GNN AI4TS 43 538 0 14 Jun 2021
A Characteristic Function for Shapley-Value-Based Attribution of Anomaly Scores Naoya Takeishi Yoshinobu Kawahara TDI FAtt 16 3 0 09 Apr 2020