| Class-Based Time Series Data Augmentation to Mitigate Extreme Class Imbalance for Solar Flare Prediction | May 31, 2024 | Data AugmentationDecision Making | —Unverified | 0 |
| Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching | May 31, 2024 | Time Series | CodeCode Available | 1 |
| Stochastic Optimal Control for Diffusion Bridges in Function Spaces | May 31, 2024 | Image-to-Image TranslationTime Series | CodeCode Available | 0 |
| Advancing Financial Risk Prediction Through Optimized LSTM Model Performance and Comparative Analysis | May 31, 2024 | PredictionTime Series | —Unverified | 0 |
| Performance Examination of Symbolic Aggregate Approximation in IoT Applications | May 30, 2024 | Anomaly DetectionDimensionality Reduction | —Unverified | 0 |
| MGCP: A Multi-Grained Correlation based Prediction Network for Multivariate Time Series | May 30, 2024 | PredictionTime Series | —Unverified | 0 |
| FTS: A Framework to Find a Faithful TimeSieve | May 30, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Dynamic feature selection in medical predictive monitoring by reinforcement learning | May 30, 2024 | feature selectionPrediction | —Unverified | 0 |
| Rapid Wildfire Hotspot Detection Using Self-Supervised Learning on Temporal Remote Sensing Data | May 30, 2024 | Self-Supervised LearningTime Series | CodeCode Available | 0 |
| Joint Selective State Space Model and Detrending for Robust Time Series Anomaly Detection | May 30, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
