| DeLELSTM: Decomposition-based Linear Explainable LSTM to Capture Instantaneous and Long-term Effects in Time Series | Aug 26, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Multiscale Comparison of Nonparametric Trend Curves | Sep 22, 2022 | ClusteringTime Series | —Unverified | 0 | 0 |
| Leveraging Multivariate Long-Term History Representation for Time Series Forecasting | May 20, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 | 0 |
| Leveraging Large Self-Supervised Time-Series Models for Transferable Diagnosis in Cross-Aircraft Type Bleed Air System | Apr 12, 2025 | Anomaly DetectionDiagnostic | —Unverified | 0 | 0 |
| Battery Capacity Knee-Onset Identification and Early Prediction Using Degradation Curvature | Apr 23, 2023 | Time Series | —Unverified | 0 | 0 |
| Multi-Scale Finetuning for Encoder-based Time Series Foundation Models | Jun 17, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Multi-scale fMRI time series analysis for understanding neurodegeneration in MCI | Feb 5, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Multi-scale Fusion Fault Diagnosis Method Based on Two-Dimensionaliztion Sequence in Complex Scenarios | Apr 11, 2023 | Fault DiagnosisTime Series | —Unverified | 0 | 0 |
| A Neural Implementation of the Kalman Filter | Dec 1, 2009 | Bayesian InferenceTime Series | —Unverified | 0 | 0 |
| Leveraging Image-based Generative Adversarial Networks for Time Series Generation | Dec 15, 2021 | DisentanglementTime Series | —Unverified | 0 | 0 |
| Multi Scale Graph Wavenet for Wind Speed Forecasting | Sep 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning Multiscale Non-stationary Causal Structures | Aug 31, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Leveraging Herpangina Data to Enhance Hospital-level Prediction of Hand-Foot-and-Mouth Disease Admissions Using UPTST | Sep 26, 2023 | PredictionRepresentation Learning | —Unverified | 0 | 0 |
| Multiscale Representation Enhanced Temporal Flow Fusion Model for Long-Term Workload Forecasting | Jul 29, 2024 | Cloud ComputingManagement | —Unverified | 0 | 0 |
| Delay Embedding Theory of Neural Sequence Models | Jun 17, 2024 | Inductive BiasState Space Models | —Unverified | 0 | 0 |
| Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images | Feb 21, 2024 | Disease PredictionIrregular Time Series | —Unverified | 0 | 0 |
| Multi-Scale Temporal Analysis for Failure Prediction in Energy Systems | Nov 5, 2024 | Time Series | —Unverified | 0 | 0 |
| Leveraging Clinical Time-Series Data for Prediction: A Cautionary Tale | Nov 29, 2018 | PredictionTime Series | —Unverified | 0 | 0 |
| Multiscaling and rough volatility: an empirical investigation | Jan 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Multi-scaling of wholesale electricity prices | Jul 21, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Degenerative Adversarial NeuroImage Nets for Brain Scan Simulations: Application in Ageing and Dementia | Dec 3, 2019 | Image Quality AssessmentSuper-Resolution | —Unverified | 0 | 0 |
| Multi-Sensor and Multi-temporal High-Throughput Phenotyping for Monitoring and Early Detection of Water-Limiting Stress in Soybean | Feb 28, 2024 | Time Series | —Unverified | 0 | 0 |
| Level set based particle filter driven by optical flow: an application to track the salt boundary from X-ray CT time-series | Feb 17, 2022 | Computed Tomography (CT)Optical Flow Estimation | —Unverified | 0 | 0 |
| Multi-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder | Aug 22, 2016 | DecoderExponential degradation | —Unverified | 0 | 0 |
| Level Generation with Quantum Reservoir Computing | May 19, 2025 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |