| Implicit supervision for fault detection and segmentation of emerging fault types with Deep Variational Autoencoders | Dec 28, 2019 | ClusteringFault Detection | —Unverified | 0 |
| A Novel Visual Fault Detection and Classification System for Semiconductor Manufacturing Using Stacked Hybrid Convolutional Neural Networks | Nov 25, 2019 | Fault DetectionGeneral Classification | —Unverified | 0 |
| Multi-PCA based Fault Detection Model Combined with Prior knowledge of HVAC | Nov 21, 2019 | Fault Detection | —Unverified | 0 |
| Fault Detection and Identification using Bayesian Recurrent Neural Networks | Nov 11, 2019 | Fault Detection | —Unverified | 0 |
| FaultNet: Faulty Rail-Valves Detection using Deep Learning and Computer Vision | Nov 9, 2019 | Defect DetectionFault Detection | —Unverified | 0 |
| Autonomous Industrial Management via Reinforcement Learning: Self-Learning Agents for Decision-Making -- A Review | Oct 20, 2019 | Decision MakingFault Detection | —Unverified | 0 |
| Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems | Oct 13, 2019 | Domain AdaptationFault Detection | —Unverified | 0 |
| Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data | Oct 2, 2019 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| End-to-End CNN+LSTM Deep Learning Approach for Bearing Fault Diagnosis | Sep 16, 2019 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Augmenting Monte Carlo Dropout Classification Models with Unsupervised Learning Tasks for Detecting and Diagnosing Out-of-Distribution Faults | Sep 10, 2019 | ClassificationFault Detection | —Unverified | 0 |
| Multi-label Classification for Fault Diagnosis of Rotating Electrical Machines | Aug 2, 2019 | ClassificationFault Detection | —Unverified | 0 |
| Domain Adaptation for One-Class Classification: Monitoring the Health of Critical Systems Under Limited Information | Jul 22, 2019 | Domain AdaptationFault Detection | —Unverified | 0 |
| Testing with Fewer Resources: An Adaptive Approach to Performance-Aware Test Case Generation | Jul 19, 2019 | Fault Detection | CodeCode Available | 0 |
| Unsupervised Fault Detection in Varying Operating Conditions | Jul 15, 2019 | Fault DetectionIncremental Learning | —Unverified | 0 |
| ALFA: A Dataset for UAV Fault and Anomaly Detection | Jul 14, 2019 | Anomaly DetectionFault Detection | CodeCode Available | 0 |
| An Accurate Fault Location Algorithm for Meshed Power Networks Utilizing Hybrid Sparse Voltage and Current Measurements | Jun 28, 2019 | Fault Detection | —Unverified | 0 |
| The Impact of Feature Causality on Normal Behaviour Models for SCADA-based Wind Turbine Fault Detection | Jun 28, 2019 | Fault Detection | —Unverified | 0 |
| Fault Matters: Sensor Data Fusion for Detection of Faults using Dempster-Shafer Theory of Evidence in IoT-Based Applications | Jun 24, 2019 | Fault Detection | —Unverified | 0 |
| Data-Driven Machine Learning Techniques for Self-healing in Cellular Wireless Networks: Challenges and Solutions | Jun 14, 2019 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| A Review of Deep Learning with Special Emphasis on Architectures, Applications and Recent Trends | May 30, 2019 | Fault DetectionTime Series Analysis | —Unverified | 0 |
| A Trust Management and Misbehaviour Detection Mechanism for Multi-Agent Systems and its Application to Intelligent Transportation Systems | May 22, 2019 | Decision MakingFault Detection | —Unverified | 0 |
| 1D Convolutional Neural Networks and Applications: A Survey | May 9, 2019 | Anomaly DetectionFault Detection | —Unverified | 0 |
| Convolutional Neural Network and Transfer Learning for High Impedance Fault Detection | Apr 18, 2019 | Fault DetectionTransfer Learning | —Unverified | 0 |
| Plant-wide fault and disturbance screening using combined transfer entropy and eigenvector centrality analysis | Apr 8, 2019 | Fault Detection | —Unverified | 0 |
| DefectNET: multi-class fault detection on highly-imbalanced datasets | Apr 1, 2019 | Defect DetectionFault Detection | CodeCode Available | 0 |
| Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning | Mar 15, 2019 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak Detection | Feb 22, 2019 | DiagnosticFault Detection | —Unverified | 0 |
| Semi-supervised Approach to Soft Sensor Modeling for Fault Detection in Industrial Systems with Multiple Operation Modes | Feb 22, 2019 | Fault DetectionSensor Modeling | —Unverified | 0 |
| Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks | Feb 18, 2019 | Fault Detection | —Unverified | 0 |
| Sinkhorn Divergence of Topological Signature Estimates for Time Series Classification | Feb 14, 2019 | ClassificationFault Detection | CodeCode Available | 0 |
| Fault Detection Using Color Blending and Color Transformations | Nov 22, 2018 | Fault DetectionSeismic Interpretation | —Unverified | 0 |
| The Altes Family of Log-Periodic Chirplets and the Hyperbolic Chirplet Transform | Nov 12, 2018 | Fault DetectionTime Series Analysis | —Unverified | 0 |
| Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals | Oct 12, 2018 | Dimensionality ReductionFault Detection | CodeCode Available | 0 |
| Super-Resolution Perception for Industrial Sensor Data | Sep 6, 2018 | Fault DetectionSuper-Resolution | —Unverified | 0 |
| Differentially Private Change-Point Detection | Aug 29, 2018 | Change Point DetectionFault Detection | —Unverified | 0 |
| Call Detail Records Driven Anomaly Detection and Traffic Prediction in Mobile Cellular Networks | Jul 30, 2018 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| FuzzerGym: A Competitive Framework for Fuzzing and Learning | Jul 19, 2018 | Deep Reinforcement LearningFault Detection | —Unverified | 0 |
| Modeling and Soft-fault Diagnosis of Underwater Thrusters with Recurrent Neural Networks | Jul 11, 2018 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Personalized Influence Estimation Technique | May 25, 2018 | Fault DetectionFraud Detection | —Unverified | 0 |
| Generative Adversarial Network based Autoencoder: Application to fault detection problem for closed loop dynamical systems | Apr 15, 2018 | Fault DetectionGenerative Adversarial Network | —Unverified | 0 |
| Neural Component Analysis for Fault Detection | Dec 12, 2017 | Chemical ProcessFault Detection | CodeCode Available | 0 |
| FADO: A Deterministic Detection/Learning Algorithm | Nov 7, 2017 | Fault DetectionLearning Theory | —Unverified | 0 |
| Fault Detection of Broken Rotor Bar in LS-PMSM Using Random Forests | Nov 3, 2017 | DiagnosticFault Detection | —Unverified | 0 |
| Causality and Temporal Dependencies in the Design of Fault Management Systems | Oct 10, 2017 | Fault DetectionManagement | —Unverified | 0 |
| RNN-based Early Cyber-Attack Detection for the Tennessee Eastman Process | Sep 7, 2017 | Cyber Attack DetectionFault Detection | —Unverified | 0 |
| Automated Generation of Diverse and Challenging Scenarios for Test and Evaluation of Autonomous Vehicles | Jul 24, 2017 | Autonomous VehiclesFault Detection | —Unverified | 0 |
| Multivariate Industrial Time Series with Cyber-Attack Simulation: Fault Detection Using an LSTM-based Predictive Data Model | Dec 20, 2016 | Fault DetectionTime Series | —Unverified | 0 |
| Fault Detection Engine in Intelligent Predictive Analytics Platform for DCIM | Oct 16, 2016 | Community DetectionFault Detection | CodeCode Available | 0 |
| Gearbox Fault Detection through PSO Exact Wavelet Analysis and SVM Classifier | May 12, 2016 | Fault Detection | —Unverified | 0 |
| Canonical Variate Dissimilarity Analysis for Process Incipient Fault Detection | Apr 12, 2016 | Fault Detection | —Unverified | 0 |