| Ellipsotopes: Combining Ellipsoids and Zonotopes for Reachability Analysis and Fault Detection | Aug 3, 2021 | Fault Detection | CodeCode Available | 1 | 5 |
| DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems | Jul 7, 2023 | Anomaly DetectionFault Detection | CodeCode Available | 1 | 5 |
| GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage | Jun 19, 2021 | Fault DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning | Dec 6, 2021 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data | Jun 27, 2024 | Fault DetectionGaussian Processes | CodeCode Available | 1 | 5 |
| DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs | Dec 7, 2021 | Fault DetectionFault localization | CodeCode Available | 1 | 5 |
| NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation | Nov 20, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 | 5 |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | Oct 5, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 | 5 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 | 5 |
| Online Forecasting and Anomaly Detection Based on the ARIMA Model | Apr 2, 2021 | Anomaly DetectionChange Point Detection | CodeCode Available | 1 | 5 |
| CIPCaD-Bench: Continuous Industrial Process datasets for benchmarking Causal Discovery methods | Aug 2, 2022 | BenchmarkingCausal Discovery | CodeCode Available | 1 | 5 |
| Learning what to Monitor: using Machine Learning to Improve Past STL Monitoring | Aug 3, 2024 | Fault Detection | CodeCode Available | 0 | 5 |
| Generalised envelope spectrum-based signal-to-noise objectives: Formulation, optimisation and application for gear fault detection under time-varying speed conditions | Apr 26, 2024 | Fault Detection | CodeCode Available | 0 | 5 |
| Incipient Fault Detection in Power Distribution System: A Time-Frequency Embedded Deep Learning Based Approach | Feb 18, 2023 | Data AugmentationFault Detection | CodeCode Available | 0 | 5 |
| Long Short Term Memory Networks for Anomaly Detection in Time Series | Apr 22, 2015 | Anomaly DetectionFault Detection | CodeCode Available | 0 | 5 |
| ALFA: A Dataset for UAV Fault and Anomaly Detection | Jul 14, 2019 | Anomaly DetectionFault Detection | CodeCode Available | 0 | 5 |
| Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process | Mar 20, 2024 | Decision MakingFault Detection | CodeCode Available | 0 | 5 |
| Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals | Oct 12, 2018 | Dimensionality ReductionFault Detection | CodeCode Available | 0 | 5 |
| An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods | Sep 22, 2023 | ClusteringFault Detection | CodeCode Available | 0 | 5 |
| Fault Handling in Large Water Networks with Online Dictionary Learning | Mar 18, 2020 | Dictionary LearningFault Detection | CodeCode Available | 0 | 5 |
| Fault Identification Enhancement with Reinforcement Learning (FIERL) | May 8, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach | Jan 1, 2021 | Deep Reinforcement LearningFault Detection | CodeCode Available | 0 | 5 |
| Feature Map Testing for Deep Neural Networks | Jul 21, 2023 | Fault Detection | CodeCode Available | 0 | 5 |
| Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition Monitoring | Feb 4, 2023 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| An exact counterfactual-example-based approach to tree-ensemble models interpretability | May 31, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 | 5 |
