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| Addressing Distribution Shift in Time Series Forecasting with Instance Normalization Flows | Jan 30, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| TrackGPT -- A generative pre-trained transformer for cross-domain entity trajectory forecasting | Jan 29, 2024 | Time SeriesTrajectory Forecasting | —Unverified | 0 |
| Efficient Observation Time Window Segmentation for Administrative Data Machine Learning | Jan 29, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Validation, Robustness, and Accuracy of Perturbation-Based Sensitivity Analysis Methods for Time-Series Deep Learning Models | Jan 29, 2024 | AttributeDeep Learning | —Unverified | 0 |
| Symbolic-numeric algorithm for parameter estimation in discrete-time models with | Jan 29, 2024 | parameter estimationTime Series | CodeCode Available | 0 |
| Treatment of Epistemic Uncertainty in Conjunction Analysis with Dempster-Shafer Theory | Jan 28, 2024 | Time Series | —Unverified | 0 |
| GT-PCA: Effective and Interpretable Dimensionality Reduction with General Transform-Invariant Principal Component Analysis | Jan 28, 2024 | Dimensionality ReductionTime Series | CodeCode Available | 0 |
| Evaluation of k-means time series clustering based on z-normalization and NP-Free | Jan 28, 2024 | ClusteringTime Series | —Unverified | 0 |
