| Semi-supervised Approach to Soft Sensor Modeling for Fault Detection in Industrial Systems with Multiple Operation Modes | Feb 22, 2019 | Fault DetectionSensor Modeling | —Unverified | 0 |
| Semi-Supervised Surface Anomaly Detection of Composite Wind Turbine Blades From Drone Imagery | Dec 1, 2021 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers | Apr 18, 2023 | Fault Detection | —Unverified | 0 |
| Sensor Fault Detection and Isolation via Networked Estimation: Full-Rank Dynamical Systems | Sep 25, 2020 | Fault Detection | —Unverified | 0 |
| SHEDAD: SNN-Enhanced District Heating Anomaly Detection for Urban Substations | Aug 23, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Simultaneous Input and State Estimation under Output Quantization: A Gaussian Mixture approach | Apr 13, 2025 | Fault DetectionQuantization | —Unverified | 0 |
| Single Pole-To-Earth Fault Detection and Location on the Tehran Railway System Using ICA and PSO Trained Neural Network | Jul 8, 2021 | Fault Detection | —Unverified | 0 |
| 1D Convolutional Neural Networks and Applications: A Survey | May 9, 2019 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Smart Metering System Capable of Anomaly Detection by Bi-directional LSTM Autoencoder | Dec 6, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Soft Sensing Regression Model: from Sensor to Wafer Metrology Forecasting | Jan 21, 2023 | Fault DetectionPrediction | —Unverified | 0 |
| Sparse Hyperparametric Itakura-Saito NMF via Bi-Level Optimization | Feb 24, 2025 | Fault Detection | —Unverified | 0 |
| Spatial-Temporal Bearing Fault Detection Using Graph Attention Networks and LSTM | Oct 15, 2024 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Spatial-Temporal Recurrent Graph Neural Networks for Fault Diagnostics in Power Distribution Systems | Oct 27, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| SPF-Net: Solar panel fault detection using U-Net based deep learning image classification | Dec 1, 2024 | Deep LearningFault Detection | —Unverified | 0 |
| SpikeMM: Flexi-Magnification of High-Speed Micro-Motions | Jun 1, 2024 | Fault DetectionMotion Magnification | —Unverified | 0 |
| Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain | Apr 20, 2023 | DiagnosticEnsemble Learning | —Unverified | 0 |
| Fault Identification Enhancement with Reinforcement Learning (FIERL) | May 8, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| Testing with Fewer Resources: An Adaptive Approach to Performance-Aware Test Case Generation | Jul 19, 2019 | Fault Detection | CodeCode Available | 0 |
| Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification | Feb 14, 2019 | ClassificationFault Detection | CodeCode Available | 0 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| Fault Handling in Large Water Networks with Online Dictionary Learning | Mar 18, 2020 | Dictionary LearningFault Detection | CodeCode Available | 0 |
| 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 |
| Wideband Relative Transfer Function (RTF) Estimation Exploiting Frequency Correlations | Jul 19, 2024 | Fault DetectionSpeech Enhancement | CodeCode Available | 0 |
| Wind turbine condition monitoring based on intra- and inter-farm federated learning | Sep 5, 2024 | Fault DetectionFederated Learning | CodeCode Available | 0 |
| Incipient Fault Detection in Power Distribution System: A Time-Frequency Embedded Deep Learning Based Approach | Feb 18, 2023 | Data AugmentationFault Detection | CodeCode Available | 0 |
| Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach | Jan 1, 2021 | Deep Reinforcement LearningFault Detection | CodeCode Available | 0 |
| Path Analysis for Effective Fault Localization in Deep Neural Networks | Oct 29, 2023 | Fault DetectionFault localization | CodeCode Available | 0 |
| Black-Box Testing of Deep Neural Networks Through Test Case Diversity | Dec 20, 2021 | Autonomous DrivingDiversity | CodeCode Available | 0 |
| Mid-flight Propeller Failure Detection and Control of Propeller-deficient Quadcopter using Reinforcement Learning | Feb 26, 2020 | Fault Detectionreinforcement-learning | CodeCode Available | 0 |
| Condition Monitoring of Drive Trains by Data Fusion of Acoustic Emission and Vibration Sensors | Jun 25, 2021 | ClassificationFault Detection | CodeCode Available | 0 |
| Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals | Oct 12, 2018 | Dimensionality ReductionFault Detection | CodeCode Available | 0 |
| Feature Map Testing for Deep Neural Networks | Jul 21, 2023 | Fault Detection | CodeCode Available | 0 |
| Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM | Oct 16, 2016 | Community DetectionFault Detection | CodeCode Available | 0 |
| Benchmarking Traditional Machine Learning and Deep Learning Models for Fault Detection in Power Transformers | May 7, 2025 | BenchmarkingFault Detection | CodeCode Available | 0 |
| Comparative Study of Generative Models for Early Detection of Failures in Medical Devices | May 7, 2025 | Fault Detection | CodeCode Available | 0 |
| 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 |
| DeepGD: A Multi-Objective Black-Box Test Selection Approach for Deep Neural Networks | Mar 8, 2023 | Fault Detectionspeech-recognition | CodeCode Available | 0 |
| DConAD: A Differencing-based Contrastive Representation Learning Framework for Time Series Anomaly Detection | Apr 19, 2025 | Anomaly DetectionContrastive Learning | CodeCode Available | 0 |
| Probabilistic fault detector for Wireless Sensor Network | Dec 10, 2013 | Fault Detection | CodeCode Available | 0 |
| Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural Networks | Apr 28, 2025 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| An exact counterfactual-example-based approach to tree-ensemble models interpretability | May 31, 2021 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| 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 |
| 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 |
| Monitoring of Perception Systems: Deterministic, Probabilistic, and Learning-based Fault Detection and Identification | May 22, 2022 | Autonomous DrivingDiagnostic | CodeCode Available | 0 |
| Quantum Annealing for Robust Principal Component Analysis | Jan 11, 2025 | DenoisingDiagnostic | CodeCode Available | 0 |
| Transfer Learning for HVAC System Fault Detection | Feb 4, 2020 | Fault DetectionTransfer Learning | CodeCode Available | 0 |
| Spatial-wise Dynamic Distillation for MLP-like Efficient Visual Fault Detection of Freight Trains | Dec 10, 2023 | Fault Detectionobject-detection | CodeCode Available | 0 |
| Passive Diagnosis for Wireless Sensor Networks | Dec 10, 2013 | Fault Detection | CodeCode Available | 0 |
| DefectNET: multi-class fault detection on highly-imbalanced datasets | Apr 1, 2019 | Defect DetectionFault Detection | CodeCode Available | 0 |
| Fault Detection via Occupation Kernel Principal Component Analysis | Mar 20, 2023 | Fault Detection | CodeCode Available | 0 |