| The Elephant in the Room: Towards A Reliable Time-Series Anomaly Detection Benchmark | Sep 26, 2024 | Anomaly DetectionBenchmarking | CodeCode Available | 3 |
| Method for Evaluating the Number of Signal Sources and Application to Non-invasive Brain-computer Interface | Sep 26, 2024 | Brain Computer InterfaceTime Series | —Unverified | 0 |
| Mamba Meets Financial Markets: A Graph-Mamba Approach for Stock Price Prediction | Sep 26, 2024 | MambaPrediction | CodeCode Available | 2 |
| Causality-based Subject and Task Fingerprints using fMRI Time-series Data | Sep 26, 2024 | Graph Neural NetworkTime Series | —Unverified | 0 |
| A novel application of Shapley values for large multidimensional time-series data: Applying explainable AI to a DNA profile classification neural network | Sep 26, 2024 | ClassificationSuperpixels | —Unverified | 0 |
| Using dynamic loss weighting to boost improvements in forecast stability | Sep 26, 2024 | Time Series | CodeCode Available | 0 |
| From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflection | Sep 26, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| PGN: The RNN's New Successor is Effective for Long-Range Time Series Forecasting | Sep 26, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| Machine Learning-based vs Deep Learning-based Anomaly Detection in Multivariate Time Series for Spacecraft Attitude Sensors | Sep 26, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction | Sep 26, 2024 | Mixture-of-ExpertsPrediction | CodeCode Available | 1 |
