| TFN: An Interpretable Neural Network with Time-Frequency Transform Embedded for Intelligent Fault Diagnosis | Sep 5, 2022 | Decision MakingDiagnostic | CodeCode Available | 1 |
| SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes | Aug 17, 2022 | Anomaly DetectionChemical Process | CodeCode Available | 1 |
| A Hybrid Method for Condition Monitoring and Fault Diagnosis of Rolling Bearings With Low System Delay | Aug 11, 2022 | Bayesian OptimizationFault Diagnosis | CodeCode Available | 1 |
| Multi-Granularity Regularized Re-Balancing for Class Incremental Learning | Jun 30, 2022 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition | Jun 13, 2022 | Causal InferenceFault Diagnosis | CodeCode Available | 1 |
| Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis | Jun 1, 2022 | Fault Diagnosis | CodeCode Available | 1 |
| DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs | May 4, 2022 | Deep LearningFault Diagnosis | CodeCode Available | 1 |
| Logistic-ELM: A Novel Fault Diagnosis Method for Rolling Bearings | Apr 23, 2022 | Fault Diagnosis | CodeCode Available | 1 |
| Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network | Apr 15, 2022 | Fault Diagnosis | CodeCode Available | 1 |
| Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis | Jul 5, 2021 | Domain AdaptationFault Diagnosis | CodeCode Available | 1 |
| GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage | Jun 19, 2021 | Fault DetectionFault Diagnosis | CodeCode Available | 1 |
| ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions | Jun 4, 2021 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 |
| Astraea: Grammar-based Fairness Testing | Oct 6, 2020 | FairnessFault Diagnosis | CodeCode Available | 1 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 |
| Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis | Jan 7, 2020 | Domain AdaptationFault Diagnosis | CodeCode Available | 1 |
| WaveletKernelNet: An Interpretable Deep Neural Network for Industrial Intelligent Diagnosis | Nov 12, 2019 | Fault DiagnosisManagement | CodeCode Available | 1 |
| ToyADMOS: A Dataset of Miniature-Machine Operating Sounds for Anomalous Sound Detection | Aug 9, 2019 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 |
| Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature Fusion | Jul 18, 2025 | Decision MakingFault Diagnosis | CodeCode Available | 0 |
| Process mining-driven modeling and simulation to enhance fault diagnosis in cyber-physical systems | Jun 26, 2025 | Anomaly DetectionFault Diagnosis | —Unverified | 0 |
| A Comparative Analysis of Reinforcement Learning and Conventional Deep Learning Approaches for Bearing Fault Diagnosis | Jun 24, 2025 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Rethinking the Role of Operating Conditions for Learning-based Multi-condition Fault Diagnosis | Jun 21, 2025 | DiagnosticDomain Generalization | —Unverified | 0 |
| Optimized Spectral Fault Receptive Fields for Diagnosis-Informed Prognosis | Jun 14, 2025 | Fault DiagnosisPrognosis | —Unverified | 0 |
| Linguistic Ordered Weighted Averaging based deep learning pooling for fault diagnosis in a wastewater treatment plant | Jun 10, 2025 | Fault Diagnosis | —Unverified | 0 |
| Can Hessian-Based Insights Support Fault Diagnosis in Attention-based Models? | Jun 9, 2025 | Fault Diagnosis | —Unverified | 0 |
| LD-RPMNet: Near-Sensor Diagnosis for Railway Point Machines | Jun 1, 2025 | Computational EfficiencyDiagnostic | —Unverified | 0 |
