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| CATS: Mitigating Correlation Shift for Multivariate Time Series Classification | Apr 5, 2025 | Domain AdaptationGraph Attention | —Unverified | 0 |
| Foundation Models for Time Series: A Survey | Apr 5, 2025 | Anomaly DetectionSurvey | —Unverified | 0 |
| Loss Functions in Deep Learning: A Comprehensive Review | Apr 5, 2025 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Experimental Study on Time Series Analysis of Lower Limb Rehabilitation Exercise Data Driven by Novel Model Architecture and Large Models | Apr 4, 2025 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Water Mapping and Change Detection Using Time Series Derived from the Continuous Monitoring of Land Disturbance Algorithm | Apr 4, 2025 | Change DetectionDecision Making | —Unverified | 0 |
| Block Toeplitz Sparse Precision Matrix Estimation for Large-Scale Interval-Valued Time Series Forecasting | Apr 4, 2025 | ClusteringTime Series | —Unverified | 0 |
| Adaptive Classification of Interval-Valued Time Series | Apr 4, 2025 | ClassificationEconometrics | —Unverified | 0 |
| Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review | Apr 4, 2025 | Data AugmentationTime Series | —Unverified | 0 |
| Anomaly Detection in Time Series Data Using Reinforcement Learning, Variational Autoencoder, and Active Learning | Apr 3, 2025 | Active LearningAnomaly Detection | —Unverified | 0 |
