| Introducing Spectral Attention for Long-Range Dependency in Time Series Forecasting | Oct 28, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Deep Recurrent Stochastic Configuration Networks for Modelling Nonlinear Dynamic Systems | Oct 28, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Temporal Streaming Batch Principal Component Analysis for Time Series Classification | Oct 28, 2024 | Dimensionality ReductionTime Series | —Unverified | 0 |
| SeriesGAN: Time Series Generation via Adversarial and Autoregressive Learning | Oct 28, 2024 | Generative Adversarial NetworkTime Series | CodeCode Available | 1 |
| Trajectory Flow Matching with Applications to Clinical Time Series Modeling | Oct 28, 2024 | Time Series | CodeCode Available | 2 |
| Deconfounding Time Series Forecasting | Oct 27, 2024 | Decision MakingTime Series | —Unverified | 0 |
| PaPaGei: Open Foundation Models for Optical Physiological Signals | Oct 27, 2024 | Contrastive LearningDomain Generalization | CodeCode Available | 2 |
| TEAFormers: TEnsor-Augmented Transformers for Multi-Dimensional Time Series Forecasting | Oct 27, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Enhancing Battery Storage Energy Arbitrage with Deep Reinforcement Learning and Time-Series Forecasting | Oct 25, 2024 | Deep Reinforcement LearningTime Series | CodeCode Available | 1 |
| A Stock Price Prediction Approach Based on Time Series Decomposition and Multi-Scale CNN using OHLCT Images | Oct 25, 2024 | Stock PredictionStock Price Prediction | —Unverified | 0 |
