| Learning Informative Health Indicators Through Unsupervised Contrastive Learning | Aug 28, 2022 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Self-Calibrating Anomaly and Change Detection for Autonomous Inspection Robots | Aug 26, 2022 | Anomaly DetectionChange Detection | —Unverified | 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 |
| Feature Selection for Fault Detection and Prediction based on Event Log Analysis | Aug 19, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| DRAGON: Decentralized Fault Tolerance in Edge Federations | Aug 16, 2022 | Edge-computingFault Detection | —Unverified | 0 |
| A Vision Transformer-Based Approach to Bearing Fault Classification via Vibration Signals | Aug 15, 2022 | Fault Detection | —Unverified | 0 |
| Machine Learning for LiDAR-Based Navigation System | Aug 9, 2022 | Fault DetectionPose Tracking | —Unverified | 0 |
| Fisher Matrix Based Fault Detection for PMUs Data in Power Grids | Aug 9, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems | Aug 2, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Fault Detection and Classification of Aerospace Sensors using a VGG16-based Deep Neural Network | Jul 27, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| Vibration fault detection in wind turbines based on normal behaviour models without feature engineering | Jun 24, 2022 | Fault DetectionFeature Engineering | —Unverified | 0 |
| Augmented Imagefication: A Data-driven Fault Detection Method for Aircraft Air Data Sensors | Jun 18, 2022 | Fault Detection | —Unverified | 0 |
| An Industry 4.0 example: real-time quality control for steel-based mass production using Machine Learning on non-invasive sensor data | Jun 12, 2022 | Fault Detection | —Unverified | 0 |
| A Lightweight NMS-free Framework for Real-time Visual Fault Detection System of Freight Trains | May 25, 2022 | Fault Detection | —Unverified | 0 |
| Monitoring of Perception Systems: Deterministic, Probabilistic, and Learning-based Fault Detection and Identification | May 22, 2022 | Autonomous DrivingDiagnostic | CodeCode Available | 0 |
| The AI Mechanic: Acoustic Vehicle Characterization Neural Networks | May 19, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| Fault Detection for Non-Condensing Boilers using Simulated Building Automation System Sensor Data | May 13, 2022 | Fault Detection | —Unverified | 0 |
| A review of ontologies for smart and continuous commissioning | May 11, 2022 | Fault DetectionManagement | —Unverified | 0 |
| White-box Testing of NLP models with Mask Neuron Coverage | May 10, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| An Incremental Negative Sequence Admittance Method for Fault Detection in Inverter-Based Microgrids | May 5, 2022 | Fault Detection | —Unverified | 0 |
| An Early Fault Detection Method of Rotating Machines Based on Multiple Feature Fusion with Stacking Architecture | May 1, 2022 | DenoisingFault Detection | —Unverified | 0 |
| Digital Twin Framework for Time to Failure Forecasting of Wind Turbine Gearbox: A Concept | Apr 28, 2022 | Fault DetectionTime Series | —Unverified | 0 |
| Meta-Learning Based Early Fault Detection for Rolling Bearings via Few-Shot Anomaly Detection | Apr 27, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Graph Neural Network-based Early Bearing Fault Detection | Apr 24, 2022 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| A two-level machine learning framework for predictive maintenance: comparison of learning formulations | Apr 21, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Resilient robot teams: a review integrating decentralised control, change-detection, and learning | Apr 21, 2022 | Change DetectionFault Detection | —Unverified | 0 |
| Beta Residuals: Improving Fault-Tolerant Control for Sensory Faults via Bayesian Inference and Precision Learning | Apr 17, 2022 | Bayesian InferenceFault Detection | —Unverified | 0 |
| Fault Detection and Localization in Active Distribution Networks using Optimally Placed Phasor Measurements Units | Apr 12, 2022 | Fault DetectionFault localization | —Unverified | 0 |
| Fault Detection and Isolation of Uncertain Nonlinear Parabolic PDE Systems | Mar 29, 2022 | Decision MakingFault Detection | —Unverified | 0 |
| Alarm-Based Root Cause Analysis in Industrial Processes Using Deep Learning | Mar 21, 2022 | Fault DetectionManagement | —Unverified | 0 |
| Convolutional Neural Networks for Reflective Event Detection and Characterization in Fiber Optical Links Given Noisy OTDR Signals | Mar 19, 2022 | Event DetectionFault Detection | —Unverified | 0 |
| Machine Learning-based Anomaly Detection in Optical Fiber Monitoring | Mar 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning based Laser Failure Mode Detection | Mar 19, 2022 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Optical Fiber Fault Detection and Localization in a Noisy OTDR Trace Based on Denoising Convolutional Autoencoder and Bidirectional Long Short-Term Memory | Mar 19, 2022 | DenoisingDiagnostic | —Unverified | 0 |
| AI based Log Analyser: A Practical Approach | Mar 18, 2022 | Fault Detection | —Unverified | 0 |
| FRL-FI: Transient Fault Analysis for Federated Reinforcement Learning-Based Navigation Systems | Mar 14, 2022 | Fault Detectionreinforcement-learning | —Unverified | 0 |
| Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging | Mar 10, 2022 | Action RecognitionClassification | —Unverified | 0 |
| Anomaly Detection for Unmanned Aerial Vehicle Sensor Data Using a Stacked Recurrent Autoencoder Method with Dynamic Thresholding | Mar 9, 2022 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Practical Recommendations for the Design of Automatic Fault Detection Algorithms Based on Experiments with Field Monitoring Data | Mar 2, 2022 | ClusteringFault Detection | —Unverified | 0 |
| Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods | Feb 21, 2022 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods | Feb 16, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Deep Convolutional Autoencoder for Assessment of Drive-Cycle Anomalies in Connected Vehicle Sensor Data | Feb 15, 2022 | Fault Detection | —Unverified | 0 |
| Fault Detection and Diagnosis with Imbalanced and Noisy Data: A Hybrid Framework for Rotating Machinery | Feb 9, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| Transfer Learning for Fault Diagnosis of Transmission Lines | Jan 20, 2022 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Reconfigurable Control of a Class of Multicopters | Jan 18, 2022 | Fault Detection | —Unverified | 0 |
| Black-Box Testing of Deep Neural Networks Through Test Case Diversity | Dec 20, 2021 | Autonomous DrivingDiversity | CodeCode Available | 0 |
| Learnable Faster Kernel-PCA for Nonlinear Fault Detection: Deep Autoencoder-Based Realization | Dec 8, 2021 | Computational EfficiencyDimensionality Reduction | —Unverified | 0 |
| Smart Metering System Capable of Anomaly Detection by Bi-directional LSTM Autoencoder | Dec 6, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| In situ process quality monitoring and defect detection for direct metal laser melting | Dec 3, 2021 | Defect DetectionFault Detection | —Unverified | 0 |
| Semi-Supervised Surface Anomaly Detection of Composite Wind Turbine Blades From Drone Imagery | Dec 1, 2021 | Anomaly DetectionFault Detection | —Unverified | 0 |