| An Intelligent Approach to Detecting Novel Fault Classes for Centrifugal Pumps Based on Deep CNNs and Unsupervised Methods | Sep 22, 2023 | ClusteringFault Detection | CodeCode Available | 0 | 5 |
| Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition Monitoring | Feb 4, 2023 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| Fault Identification Enhancement with Reinforcement Learning (FIERL) | May 8, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| Lighter, Better, Faster Multi-Source Domain Adaptation with Gaussian Mixture Models and Optimal Transport | Apr 16, 2024 | Dictionary LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Adversarial Attacks and Defenses in Fault Detection and Diagnosis: A Comprehensive Benchmark on the Tennessee Eastman Process | Mar 20, 2024 | Decision MakingFault Detection | CodeCode Available | 0 | 5 |
| EverAdapt: Continuous Adaptation for Dynamic Machine Fault Diagnosis Environments | Jul 24, 2024 | Domain AdaptationFault Diagnosis | CodeCode Available | 0 | 5 |
| Federated Learning with Uncertainty-Based Client Clustering for Fleet-Wide Fault Diagnosis | Apr 26, 2023 | ClusteringFault Diagnosis | CodeCode Available | 0 | 5 |
| An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System | Apr 29, 2023 | Fault DiagnosisPseudo Label | CodeCode Available | 0 | 5 |
| Data-Driven Sensor Fault Diagnosis with Proven Guarantees using Incrementally Stable Recurrent Neural Networks | Apr 28, 2025 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| DiffLIME: Enhancing Explainability with a Diffusion-Based LIME Algorithm for Fault Diagnosis | May 30, 2025 | Fault Diagnosis | CodeCode Available | 0 | 5 |
