| A statistics and deep learning hybrid method for multivariate time series forecasting and mortality modeling T Mathonsi, TL van Zyl Forecasting 4 (1), 1-25, 2021 | 32 | 2021 |
| Prediction interval construction for multivariate point forecasts using deep learning T Mathonsi, TL van Zyl 2020 7th International Conference on Soft Computing & Machine Intelligence …, 2020 | 18 | 2020 |
| Multivariate anomaly detection based on prediction intervals constructed using deep learning T Mathonsi, TL Zyl Neural Computing and Applications, 1-15, 2022 | 13 | 2022 |
| Statistics and deep learning-based hybrid model for interpretable anomaly detection T Mathonsi, TL van Zyl arXiv preprint arXiv:2202.12720, 2022 | 1 | 2022 |
| Weather/climate model forecast bias explainability TM Etienne Eben Vos, Sibusisiwe Audrey Makhanya, Zubeida Patel US Patent US-2023280495-A1, 2023 | | 2023 |
| Anomaly Detection Using Time Series Forecasting with Deep Learning T Mathonsi | | 2022 |
| ML-based Probabilistic Prediction of 2m Temperature and Total Precipitation MA Zaytar, B Zadrozny, C Watson, DS Civitarese, EE Vos, TM Mathonsi, ... EGU22, 2022 | | 2022 |
