| 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 |
| Machine Learning-based Anomaly Detection in Optical Fiber Monitoring | Mar 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | —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 |
| 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 |
| Machine Learning based Laser Failure Mode Detection | Mar 19, 2022 | BIG-bench Machine LearningFault Detection | —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 |
| DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs | Dec 7, 2021 | Fault DetectionFault localization | CodeCode Available | 1 |
| Smart Metering System Capable of Anomaly Detection by Bi-directional LSTM Autoencoder | Dec 6, 2021 | Anomaly DetectionEvent Detection | —Unverified | 0 |
| Anomaly Detection in IR Images of PV Modules using Supervised Contrastive Learning | Dec 6, 2021 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| PreGAN: Preemptive Migration Prediction Network for Proactive Fault-Tolerant Edge Computing | Dec 4, 2021 | Edge-computingFault Detection | CodeCode Available | 1 |
| 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 |
| An improved bearing fault detection strategy based on artificial bee colony algorithm | Dec 1, 2021 | Fault Detectionfeature selection | —Unverified | 0 |
| A Natural Language Processing and Deep Learning based Model for Automated Vehicle Diagnostics using Free-Text Customer Service Reports | Nov 29, 2021 | Fault DetectionSpecificity | —Unverified | 0 |
| Fault Diagnosis of Nonlinear Systems Using a Hybrid-Degree Dual Cubature-based Estimation Scheme | Nov 13, 2021 | DiagnosticFault Detection | —Unverified | 0 |
| HASHTAG: Hash Signatures for Online Detection of Fault-Injection Attacks on Deep Neural Networks | Nov 2, 2021 | Fault Detection | —Unverified | 0 |
| Fault-Tolerant Performance Enhancement of DC-DC Converters with High-Speed Fault Clearing-unit based Redundant Power Switch Configurations | Nov 1, 2021 | Fault Detection | —Unverified | 0 |
| StreaMulT: Streaming Multimodal Transformer for Heterogeneous and Arbitrary Long Sequential Data | Oct 15, 2021 | Fault DetectionMultimodal Sentiment Analysis | —Unverified | 0 |
| DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing | Oct 14, 2021 | Fault Detectionregression | CodeCode Available | 1 |
| CNN-DST: ensemble deep learning based on Dempster-Shafer theory for vibration-based fault recognition | Oct 14, 2021 | Deep LearningFault Detection | —Unverified | 0 |
| MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation | Oct 11, 2021 | Fault DetectionImage Segmentation | CodeCode Available | 1 |
| Non-Invasive Fault Detection of Stator Windings of Induction Motors | Oct 10, 2021 | Fault Detection | —Unverified | 0 |
| Data-driven Residual Generation for Early Fault Detection with Limited Data | Sep 28, 2021 | Fault DetectionTime Series Analysis | —Unverified | 0 |