| Multi-period Time Series Modeling with Sparsity via Bayesian Variational Inference | Jul 3, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Neural Stochastic Volatility Model | Nov 30, 2017 | modelTime Series | —Unverified | 0 | 0 |
| Multiple-index Nonstationary Time Series Models: Robust Estimation Theory and Practice | Nov 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers | Nov 20, 2018 | Multiple Instance LearningTime Series | —Unverified | 0 | 0 |
| Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series | Mar 5, 2019 | ClusteringDictionary Learning | —Unverified | 0 | 0 |
| Leveraging Pre-Images to Discover Nonlinear Relationships in Multivariate Environments | Jun 1, 2021 | Causal Discoveryscientific discovery | —Unverified | 0 | 0 |
| Multiple-output support vector regression with a firefly algorithm for interval-valued stock price index forecasting | Jan 9, 2014 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Multiple Regularizations Deep Learning for Paddy Growth Stages Classification from LANDSAT-8 | Oct 6, 2016 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Leveraging power of deep learning for fast and efficient elite pixel selection in time series SAR interferometry | Feb 26, 2024 | Time Series | —Unverified | 0 | 0 |
| Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models | Apr 25, 2017 | Change Point DetectionClassification | —Unverified | 0 | 0 |
| DELPHYNE: A Pre-Trained Model for General and Financial Time Series | May 12, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Multiple Time Series Ising Model for Financial Market Simulations | Nov 24, 2016 | ClusteringTime Series | —Unverified | 0 | 0 |
| Multiplex visibility graphs to investigate recurrent neural networks dynamics | Sep 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Leveraging Non-Decimated Wavelet Packet Features and Transformer Models for Time Series Forecasting | Mar 13, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Leveraging Network Dynamics for Improved Link Prediction | Apr 8, 2016 | Link PredictionPrediction | —Unverified | 0 | 0 |
| 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 |
| MultiResFormer: Transformer with Adaptive Multi-Resolution Modeling for General Time Series Forecasting | Nov 30, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Leveraging Multivariate Long-Term History Representation for Time Series Forecasting | May 20, 2025 | Graph Neural NetworkTime Series | —Unverified | 0 | 0 |
| Brain Imaging-to-Graph Generation using Adversarial Hierarchical Diffusion Models for MCI Causality Analysis | May 18, 2023 | Connectivity EstimationDenoising | —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 |
| 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 Anomaly Detection for Big Time Series of Industrial Sensors | Apr 18, 2022 | Anomaly DetectionTime Series | —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 |