| Efficient Visual Fault Detection for Freight Train via Neural Architecture Search with Data Volume Robustness | May 27, 2024 | Fault DetectionNeural Architecture Search | —Unverified | 0 |
| Physics-Informed Real NVP for Satellite Power System Fault Detection | May 27, 2024 | Fault Detection | —Unverified | 0 |
| USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series | May 25, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing | May 25, 2024 | Domain AdaptationFault Detection | CodeCode Available | 2 |
| Pattern-Based Time-Series Risk Scoring for Anomaly Detection and Alert Filtering -- A Predictive Maintenance Case Study | May 24, 2024 | Anomaly DetectionFault Detection | —Unverified | 0 |
| An Active Learning Framework with a Class Balancing Strategy for Time Series Classification | May 20, 2024 | Active LearningClassification | —Unverified | 0 |
| DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems | May 13, 2024 | Anomaly DetectionDimensionality Reduction | CodeCode Available | 0 |
| Machine Learning-Based Protection and Fault Identification of 100% Inverter-Based Microgrids | May 12, 2024 | Fault Detection | —Unverified | 0 |
| Fault Identification Enhancement with Reinforcement Learning (FIERL) | May 8, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 0 |
| Fault Detection and Monitoring using a Data-Driven Information-Based Strategy: Method, Theory, and Application | May 6, 2024 | Drift DetectionFault Detection | —Unverified | 0 |
