| A Kernel-Based Approach for Accurate Steady-State Detection in Performance Time Series | Jun 4, 2025 | BenchmarkingIrregular Time Series | CodeCode Available | 0 |
| Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline | May 16, 2025 | AstronomyIrregular Time Series | —Unverified | 0 |
| Generative Pretrained Embedding and Hierarchical Irregular Time Series Representation for Daily Living Activity Recognition | Dec 27, 2024 | Activity RecognitionDecoder | CodeCode Available | 0 |
| An Adversarial Learning Approach to Irregular Time-Series Forecasting | Nov 28, 2024 | Irregular Time SeriesTime Series | —Unverified | 0 |
| Robust Real-Time Mortality Prediction in the Intensive Care Unit using Temporal Difference Learning | Nov 6, 2024 | Irregular Time SeriesMortality Prediction | CodeCode Available | 0 |
| Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-Series | Nov 3, 2024 | Data IntegrationFeature Engineering | CodeCode Available | 0 |
| Irregularity-Informed Time Series Analysis: Adaptive Modelling of Spatial and Temporal Dynamics | Oct 16, 2024 | Irregular Time SeriesTime Series | CodeCode Available | 0 |
| TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis | Oct 3, 2024 | Irregular Time SeriesPhenotype classification | —Unverified | 0 |
| Continuous-Time Linear Positional Embedding for Irregular Time Series Forecasting | Sep 30, 2024 | Irregular Time SeriesTime Series | —Unverified | 0 |
| EMIT- Event-Based Masked Auto Encoding for Irregular Time Series | Sep 25, 2024 | Decision MakingIrregular Time Series | CodeCode Available | 0 |
