| Few-Shot Bearing Fault Diagnosis Via Ensembling Transformer-Based Model With Mahalanobis Distance Metric Learning From Multiscale Features | Mar 25, 2024 | ClassificationFault Diagnosis | CodeCode Available | 2 | 5 |
| Multi-scale Quaternion CNN and BiGRU with Cross Self-attention Feature Fusion for Fault Diagnosis of Bearing | May 25, 2024 | Domain AdaptationFault Detection | CodeCode Available | 2 | 5 |
| TFPred: Learning Discriminative Representations from Unlabeled Data for Few-Label Rotating Machinery Fault Diagnosis | May 1, 2024 | Fault DetectionFault Diagnosis | CodeCode Available | 2 | 5 |
| BearLLM: A Prior Knowledge-Enhanced Bearing Health Management Framework with Unified Vibration Signal Representation | Aug 21, 2024 | Fault DiagnosisManagement | CodeCode Available | 2 | 5 |
| Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise | Apr 11, 2024 | Deep LearningDenoising | CodeCode Available | 2 | 5 |
| Interpretable Fault Diagnosis of Rolling Element Bearings with Temporal Logic Neural Network | Apr 15, 2022 | Fault Diagnosis | CodeCode Available | 1 | 5 |
| GPLA-12: An Acoustic Signal Dataset of Gas Pipeline Leakage | Jun 19, 2021 | Fault DetectionFault Diagnosis | CodeCode Available | 1 | 5 |
| Modulated differentiable STFT and balanced spectrum metric for freight train wheelset bearing cross-machine transfer monitoring under speed fluctuations | Jun 17, 2024 | Domain AdaptationFault 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 |
| 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 |
| Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis | Dec 5, 2023 | Domain AdaptationFault 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 |
| DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs | May 4, 2022 | Deep LearningFault Diagnosis | CodeCode Available | 1 | 5 |
| Integrating Expert Knowledge with Domain Adaptation for Unsupervised Fault Diagnosis | Jul 5, 2021 | Domain AdaptationFault Diagnosis | CodeCode Available | 1 | 5 |
| Generating HSR Bogie Vibration Signals via Pulse Voltage-Guided Conditional Diffusion Model | Nov 1, 2023 | DenoisingFault Diagnosis | CodeCode Available | 1 | 5 |
| DKDL-Net: A Lightweight Bearing Fault Detection Model via Decoupled Knowledge Distillation and Low-Rank Adaptation Fine-tuning | Jun 10, 2024 | Fault 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 |
| Explainable fault and severity classification for rolling element bearings using Kolmogorov-Arnold networks | Dec 2, 2024 | ClassificationExplainable Models | CodeCode Available | 1 | 5 |
| A class-weighted supervised contrastive learning long-tailed bearing fault diagnosis approach using quadratic neural network | Sep 21, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| Astraea: Grammar-based Fairness Testing | Oct 6, 2020 | FairnessFault Diagnosis | CodeCode Available | 1 | 5 |
| Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model | Jun 5, 2020 | ClassificationDiagnostic | CodeCode Available | 1 | 5 |
| Attention-embedded Quadratic Network (Qttention) for Effective and Interpretable Bearing Fault Diagnosis | Jun 1, 2022 | Fault Diagnosis | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Causal Inference-Based Root Cause Analysis for Online Service Systems with Intervention Recognition | Jun 13, 2022 | Causal InferenceFault 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 |
