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| Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanism | Dec 15, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Transformer-Based Fault-Tolerant Control for Fixed-Wing UAVs Using Knowledge Distillation and In-Context Adaptation | Nov 5, 2024 | Fault DetectionIn-Context Learning | —Unverified | 0 |
| Twin Transformer using Gated Dynamic Learnable Attention mechanism for Fault Detection and Diagnosis in the Tennessee Eastman Process | Mar 16, 2024 | Chemical ProcessFault Detection | —Unverified | 0 |
| Uncertainty-aware deep learning for digital twin-driven monitoring: Application to fault detection in power lines | Mar 20, 2023 | Fault Detection | —Unverified | 0 |
| UniFault: A Fault Diagnosis Foundation Model from Bearing Data | Apr 2, 2025 | Fault DetectionFault Diagnosis | —Unverified | 0 |
| Unsupervised Fault Detection in Varying Operating Conditions | Jul 15, 2019 | Fault DetectionIncremental Learning | —Unverified | 0 |
| Unsupervised Fault Detection using SAM with a Moving Window Approach | Jul 8, 2024 | Fault DetectionImage Segmentation | —Unverified | 0 |
| Unsupervised High Impedance Fault Detection Using Autoencoder and Principal Component Analysis | Jan 5, 2023 | Fault DetectionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Unsupervised Learning for Fault Detection of HVAC Systems: An OPTICS -based Approach for Terminal Air Handling Units | Dec 18, 2023 | Dimensionality ReductionFault Detection | —Unverified | 0 |
| Using machine learning for fault detection in lighthouse light sensors | Sep 9, 2024 | Fault Detection | —Unverified | 0 |
| Utilizing Dependencies to Obtain Subsets of Reachable Sets | Nov 16, 2020 | Fault DetectionModel Predictive Control | —Unverified | 0 |
| Vibration fault detection in wind turbines based on normal behaviour models without feature engineering | Jun 24, 2022 | Fault DetectionFeature Engineering | —Unverified | 0 |
| Visual Fault Detection of Multi-scale Key Components in Freight Trains | Nov 26, 2022 | Fault Detection | —Unverified | 0 |
| WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale | Jul 2, 2020 | Bayesian InferenceFault Detection | —Unverified | 0 |
| Wavelet subspace decomposition of thermal infrared images for defect detection in artworks | Aug 25, 2015 | Defect DetectionFault Detection | —Unverified | 0 |
| Well-Calibrated Probabilistic Predictive Maintenance using Venn-Abers | Jun 11, 2023 | Fault Detectionvalid | —Unverified | 0 |
| WePaMaDM-Outlier Detection: Weighted Outlier Detection using Pattern Approaches for Mass Data Mining | Jun 9, 2023 | Fault DetectionNovelty Detection | —Unverified | 0 |
| White-box Testing of NLP models with Mask Neuron Coverage | May 10, 2022 | Data AugmentationFault Detection | —Unverified | 0 |
| Wind Turbine Gearbox Fault Detection Based on Sparse Filtering and Graph Neural Networks | Mar 6, 2023 | Fault DetectionGraph Neural Network | —Unverified | 0 |
| XAI-guided Insulator Anomaly Detection for Imbalanced Datasets | Sep 25, 2024 | Anomaly DetectionDefect Detection | —Unverified | 0 |
| Zero-Knowledge Proof-based Verifiable Decentralized Machine Learning in Communication Network: A Comprehensive Survey | Oct 23, 2023 | ArticlesFault Detection | —Unverified | 0 |
| Fault injection analysis of Real NVP normalising flow model for satellite anomaly detection | Apr 2, 2025 | Anomaly DetectionEarth Observation | —Unverified | 0 |
| Fault Isolation for the Ink Deposition Process in High-End Industrial Printers | Dec 10, 2024 | Fault Detection | —Unverified | 0 |