| Process monitoring based on orthogonal locality preserving projection with maximum likelihood estimation | Dec 13, 2020 | Density EstimationDimensionality Reduction | —Unverified | 0 |
| An improved mixture of probabilistic PCA for nonlinear data-driven process monitoring | Dec 12, 2020 | Fault Detection | —Unverified | 0 |
| Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics | Dec 9, 2020 | Defect DetectionEdge Detection | —Unverified | 0 |
| Hierarchical Deep Recurrent Neural Network based Method for Fault Detection and Diagnosis | Dec 7, 2020 | ClassificationFault Detection | —Unverified | 0 |
| A novel multi-classifier information fusion based on Dempster-Shafer theory: application to vibration-based fault detection | Dec 4, 2020 | Fault Detection | —Unverified | 0 |
| CASU2Net: Cascaded Unification Network by a Two-step Early Fusion for Fault Detection in Offshore Wind Turbines | Nov 24, 2020 | Fault DetectionTime Series | —Unverified | 0 |
| Explainable Incipient Fault Detection Systems for Photovoltaic Panels | Nov 19, 2020 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Utilizing Dependencies to Obtain Subsets of Reachable Sets | Nov 16, 2020 | Fault DetectionModel Predictive Control | —Unverified | 0 |
| Monitoring and Diagnosability of Perception Systems | Nov 11, 2020 | CPUDiagnostic | —Unverified | 0 |
| Fault Detection for Covered Conductors With High-Frequency Voltage Signals: From Local Patterns to Global Features | Nov 1, 2020 | ClusteringDiversity | —Unverified | 0 |
| Fault diagnosis for linear heterodirectional hyperbolic ODE-PDE systems using backstepping-based trajectory planning | Oct 22, 2020 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Evidential Reasoning with Expert-Guided Machine Learning | Oct 16, 2020 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| FaultNet: A Deep Convolutional Neural Network for bearing fault classification | Oct 5, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 1 |
| A Plausibility-based Fault Detection Method for High-level Fusion Perception Systems | Sep 30, 2020 | Fault Detection | —Unverified | 0 |
| Computational framework for real-time diagnostics and prognostics of aircraft actuation systems | Sep 30, 2020 | Fault DetectionManagement | —Unverified | 0 |
| Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data | Sep 30, 2020 | Data AugmentationFault Detection | —Unverified | 0 |
| Sensor Fault Detection and Isolation via Networked Estimation: Full-Rank Dynamical Systems | Sep 25, 2020 | Fault Detection | —Unverified | 0 |
| Segmentation and Defect Classification of the Power Line Insulators: A Deep Learning-based Approach | Sep 21, 2020 | Fault DetectionGeneral Classification | —Unverified | 0 |
| A Survey on Machine Learning Applied to Dynamic Physical Systems | Sep 21, 2020 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Frequency-based Multi Task learning With Attention Mechanism for Fault Detection In Power Systems | Sep 15, 2020 | Fault DetectionMulti-Task Learning | —Unverified | 0 |
| Detection of Anomalies and Faults in Industrial IoT Systems by Data Mining: Study of CHRIST Osmotron Water Purification System | Sep 8, 2020 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Generalizing Fault Detection Against Domain Shifts Using Stratification-Aware Cross-Validation | Aug 20, 2020 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Fault-Tolerant Control of Degrading Systems with On-Policy Reinforcement Learning | Aug 10, 2020 | Fault Detectionreinforcement-learning | —Unverified | 0 |
| Oversampling Adversarial Network for Class-Imbalanced Fault Diagnosis | Aug 7, 2020 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| FaultFace: Deep Convolutional Generative Adversarial Network (DCGAN) based Ball-Bearing Failure Detection Method | Jul 30, 2020 | Fault DetectionGenerative Adversarial Network | —Unverified | 0 |