| TimeDiT: General-purpose Diffusion Transformers for Time Series Foundation Model | Sep 3, 2024 | Anomaly DetectionDenoising | —Unverified | 0 |
| Hybridization of Persistent Homology with Neural Networks for Time-Series Prediction: A Case Study in Wave Height | Sep 3, 2024 | Feature EngineeringTime Series | —Unverified | 0 |
| Attention-Based Reading, Highlighting, and Forecasting of the Limit Order Book | Sep 3, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Interpreting Outliers in Time Series Data through Decoding Autoencoder | Sep 3, 2024 | Anomaly DetectionExplainable artificial intelligence | —Unverified | 0 |
| Correlating Time Series with Interpretable Convolutional Kernels | Sep 2, 2024 | Time Series | —Unverified | 0 |
| Explanation Space: A New Perspective into Time Series Interpretability | Sep 2, 2024 | Time Series | CodeCode Available | 0 |
| Optimal training of finitely-sampled quantum reservoir computers for forecasting of chaotic dynamics | Sep 2, 2024 | DenoisingQuantum Machine Learning | —Unverified | 0 |
| A Financial Time Series Denoiser Based on Diffusion Model | Sep 2, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Time-series Crime Prediction Across the United States Based on Socioeconomic and Political Factors | Sep 1, 2024 | Crime PredictionPrediction | —Unverified | 0 |
| Advancing Financial Forecasting: A Comparative Analysis of Neural Forecasting Models N-HiTS and N-BEATS | Aug 31, 2024 | Decision MakingTime Series | —Unverified | 0 |
