| Neural Component Analysis for Fault Detection | Dec 12, 2017 | Chemical ProcessFault 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 |
| Feature Map Testing for Deep Neural Networks | Jul 21, 2023 | Fault Detection | CodeCode Available | 0 | 5 |
| An exact counterfactual-example-based approach to tree-ensemble models interpretability | May 31, 2021 | counterfactualCounterfactual Explanation | 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 |
| Learning what to Monitor: using Machine Learning to Improve Past STL Monitoring | Aug 3, 2024 | Fault Detection | CodeCode Available | 0 | 5 |
| Fault Identification Enhancement with Reinforcement Learning (FIERL) | May 8, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| Probabilistic fault detector for Wireless Sensor Network | Dec 10, 2013 | Fault Detection | 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 |
| Fault Detection via Occupation Kernel Principal Component Analysis | Mar 20, 2023 | Fault 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 |
| Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals | Oct 12, 2018 | Dimensionality ReductionFault 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 |
| DefectNET: multi-class fault detection on highly-imbalanced datasets | Apr 1, 2019 | Defect DetectionFault Detection | CodeCode Available | 0 | 5 |
| End-to-End Deep Fault Tolerant Control | May 28, 2021 | Fault Detection | CodeCode Available | 0 | 5 |
| DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection | Apr 19, 2025 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 | 5 |
| Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural Networks | Apr 28, 2025 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| Condition Monitoring of Drive Trains by Data Fusion of Acoustic Emission and Vibration Sensors | Jun 25, 2021 | ClassificationFault Detection | CodeCode Available | 0 | 5 |
| Comparative Study of Generative Models for Early Detection of Failures in Medical Devices | May 7, 2025 | Fault Detection | CodeCode Available | 0 | 5 |
| Data-Driven Copy-Paste Imputation for Energy Time Series | Jan 5, 2021 | Fault DetectionImputation | CodeCode Available | 0 | 5 |
| DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep Neural Networks | Mar 8, 2023 | Fault Detectionspeech-recognition | CodeCode Available | 0 | 5 |
| Benchmarking Traditional Machine Learning and Deep Learning Models for Fault Detection in Power Transformers | May 7, 2025 | BenchmarkingFault Detection | CodeCode Available | 0 | 5 |
| Black-Box Testing of Deep Neural Networks Through Test Case Diversity | Dec 20, 2021 | Autonomous DrivingDiversity | CodeCode Available | 0 | 5 |
| Automatic detection of faults in race walking from a smartphone camera: a comparison of an Olympic medalist and university athletes | Aug 24, 2022 | FairnessFault Detection | CodeCode Available | 0 | 5 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 | 5 |
