| Scalable Transformer for High Dimensional Multivariate Time Series Forecasting | Aug 8, 2024 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 1 |
| Generating Fine-Grained Causality in Climate Time Series Data for Forecasting and Anomaly Detection | Aug 8, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| Risk and cross validation in ridge regression with correlated samples | Aug 8, 2024 | regressionTime Series | CodeCode Available | 1 |
| Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks | Aug 8, 2024 | Crime PredictionTime Series | —Unverified | 0 |
| Anomaly Prediction: A Novel Approach with Explicit Delay and Horizon | Aug 8, 2024 | Anomaly DetectionPrediction | —Unverified | 0 |
| Activations Through Extensions: A Framework To Boost Performance Of Neural Networks | Aug 7, 2024 | Time Series | —Unverified | 0 |
| Inter-Series Transformer: Attending to Products in Time Series Forecasting | Aug 7, 2024 | Demand ForecastingTime Series | —Unverified | 0 |
| Online Model-based Anomaly Detection in Multivariate Time Series: Taxonomy, Survey, Research Challenges and Future Directions | Aug 7, 2024 | Anomaly DetectionBenchmarking | —Unverified | 0 |
| Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models | Aug 7, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 1 |
| Early Prediction of Causes (not Effects) in Healthcare by Long-Term Clinical Time Series Forecasting | Aug 7, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
