| Short-term scenario-based probabilistic load forecasting: A data-driven approach A Khoshrou, EJ Pauwels Applied energy 238, 1258-1268, 2019 | 36 | 2019 |
| Traffic classification and verification using unsupervised learning of Gaussian Mixture Models H Alizadeh, A Khoshrou, A Zuquete Measurements & Networking (M&N), 2015 IEEE International Workshop on, 1-6, 2015 | 27 | 2015 |
| The evolution of electricity price on the German day-ahead market before and after the energy switch A Khoshrou, AB Dorsman, EJ Pauwels Renewable Energy 134, 1-13, 2019 | 18 | 2019 |
| Adaptive sampling using an unsupervised learning of gmms applied to a fleet of auvs with ctd measurements A Khoshrou, AP Aguiar, FL Pereira Robot 2015: Second Iberian Robotics Conference: Advances in Robotics, Volume …, 2016 | 7 | 2016 |
| Unsupervised learning of gaussian mixture models in the presence of dynamic environments A Khoshrou, AP Aguiar Proc. CONTROLO’14, 387, 2014 | 7* | 2014 |
| Data-driven pattern identification and outlier detection in time series A Khoshrou, EJ Pauwels Intelligent Computing: Proceedings of the 2018 Computing Conference, Volume …, 2019 | 6 | 2019 |
| SVD-based Visualisation and Approximation for Time Series Data in Smart Energy Systems A Khoshrou, AB Dorsman, EJ Pauwels Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), 2017 …, 2017 | 5 | 2017 |
| Quantifying volatility reduction in german day-ahead spot market in the period 2006 through 2016 A Khoshrou, EJ Pauwels 2018 IEEE Power & Energy Society General Meeting (PESGM), 1-5, 2018 | 1 | 2018 |
| Propagating uncertainty in tree-based load forecasts A Khoshrou, EJ Pauwels Electrical and Electronics Engineering (ELECO), 2017 10th International …, 2017 | 1 | 2017 |
| Real-time unsupervised motion learning for autonomous underwater vehicles using gaussian mixture models A Khoshrou | 1 | 2015 |
| Singular value decomposition for time series analysis with applications to smart energy systems A Khoshrou | | 2022 |
| Regularisation for PCA-and SVD-type matrix factorisations A Khoshrou, EJ Pauwels arXiv preprint arXiv:2106.12955, 2021 | | 2021 |
| The influence of the switch from fossil fuels to solar and wind energy on the electricity prices in Germany A Dorsman, A Khoshrou, EJ Pauwels | | 2016 |
| Wide area monitoring, analysis, protection and control in smart grid using synchronized phasor measurements: a review K Bhuyan, A Khoshrou, E Pauwels Energy Systems Conference 2016, 2016 | | 2016 |
| Unsupervised Learning of Gaussian Mixture Models in the Presence of Dynamic Environments: A Multiple-Model Adaptive Algorithm A Khoshrou, AP Aguiar CONTROLO’2014–Proceedings of the 11th Portuguese Conference on Automatic …, 2015 | | 2015 |
