| Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis | Jul 5, 2021 | Domain AdaptationFault Diagnosis | CodeCode Available | 1 | 5 |
| Lab-scale Vibration Analysis Dataset and Baseline Methods for Machinery Fault Diagnosis with Machine Learning | Dec 27, 2022 | Fault Diagnosis | CodeCode Available | 1 | 5 |
| Logistic-ELM: A Novel Fault Diagnosis Method for Rolling Bearings | Apr 23, 2022 | Fault Diagnosis | CodeCode Available | 1 | 5 |
| AlgDiff: An open source toolbox for the design, analysis and discretisation of algebraic differentiators | Aug 9, 2023 | Fault Diagnosis | CodeCode Available | 1 | 5 |
| LogEval: A Comprehensive Benchmark Suite for Large Language Models In Log Analysis | Jul 2, 2024 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| BearingPGA-Net: A Lightweight and Deployable Bearing Fault Diagnosis Network via Decoupled Knowledge Distillation and FPGA Acceleration | Jul 31, 2023 | CPUFault Diagnosis | CodeCode Available | 1 | 5 |
| Astraea: Grammar-based Fairness Testing | Oct 6, 2020 | FairnessFault Diagnosis | CodeCode Available | 1 | 5 |
| Filter-informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis | Mar 27, 2023 | DiagnosticFault Diagnosis | CodeCode Available | 1 | 5 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition | Jun 13, 2022 | Causal InferenceFault Diagnosis | CodeCode Available | 1 | 5 |
| Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis | Dec 5, 2023 | Domain AdaptationFault Diagnosis | CodeCode Available | 1 | 5 |
| Mixmamba-fewshot: mamba and attention mixer-based method with few-shot learning for bearing fault diagnosis | Feb 27, 2025 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| SensorSCAN: Self-Supervised Learning and Deep Clustering for Fault Diagnosis in Chemical Processes | Aug 17, 2022 | Anomaly DetectionChemical Process | CodeCode Available | 1 | 5 |
| GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage | Jun 19, 2021 | Fault DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs | May 4, 2022 | Deep LearningFault Diagnosis | CodeCode Available | 1 | 5 |
| Deep Feature Selection for Anomaly Detection Based on Pretrained Network and Gaussian Discriminative Analysis | Sep 12, 2022 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| Demystifying and Extracting Fault-indicating Information from Logs for Failure Diagnosis | Sep 20, 2024 | Anomaly DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| Line zonotopes: A tool for state estimation and fault diagnosis of unbounded and descriptor systems | Nov 27, 2023 | Fault DiagnosisState Estimation | 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 |
| Limited Data Rolling Bearing Fault Diagnosis with Few-shot Learning | Aug 22, 2019 | Fault DiagnosisFew-Shot Learning | CodeCode Available | 0 | 5 |
| Graph-Structured Data Analysis of Component Failure in Autonomous Cargo Ships Based on Feature Fusion | Jul 18, 2025 | Decision MakingFault Diagnosis | CodeCode Available | 0 | 5 |
| 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 |
| HSE: A plug-and-play module for unified fault diagnosis foundation models | Apr 26, 2025 | DiagnosticFault Diagnosis | 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 |
