| USD: Unsupervised Soft Contrastive Learning for Fault Detection in Multivariate Time Series | May 25, 2024 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| A probabilistic estimation of remaining useful life from censored time-to-event data | May 2, 2024 | Fault DetectionSurvival Analysis | CodeCode Available | 1 |
| PHMD: An easy data access tool for prognosis and health management datasets | Jan 22, 2024 | Anomaly DetectionFault Detection | CodeCode Available | 1 |
| Exploring Sound vs Vibration for Robust Fault Detection on Rotating Machinery | Dec 17, 2023 | Fault Detection | CodeCode Available | 1 |
| NNG-Mix: Improving Semi-supervised Anomaly Detection with Pseudo-anomaly Generation | Nov 20, 2023 | Anomaly DetectionData Augmentation | CodeCode Available | 1 |
| Prediction of wind turbines power with physics-informed neural networks and evidential uncertainty quantification | Jul 27, 2023 | Fault DetectionUncertainty Quantification | CodeCode Available | 1 |
| DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems | Jul 7, 2023 | Anomaly DetectionFault Detection | CodeCode Available | 1 |
| BALANCE: Bayesian Linear Attribution for Root Cause Localization | Jan 31, 2023 | Explainable Artificial Intelligence (XAI)Fault Detection | CodeCode Available | 1 |
| Zero-Shot Motor Health Monitoring by Blind Domain Transition | Dec 12, 2022 | Fault DetectionGenerative Adversarial Network | CodeCode Available | 1 |
| Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection | Sep 25, 2022 | Anomaly DetectionEvent Detection | CodeCode Available | 1 |
