| 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 |
