| Learning of cluster-based feature importance for electronic health record time-series H Aguiar, M Santos, P Watkinson, T Zhu International conference on machine learning, 161-179, 2022 | 22 | 2022 |
| AL and S methods: Two extensions for L-method M Antunes, H Aguiar, D Gomes 2019 7th International Conference on Future Internet of Things and Cloud …, 2019 | 5 | 2019 |
| Phenotyping clusters of patient trajectories suffering from chronic complex disease H Aguiar, M Santos, P Watkinson, T Zhu arXiv preprint arXiv:2011.08356, 2020 | 1 | 2020 |
| Asynchronous Hebbian/anti-Hebbian networks HR Aguiar, MH Hennig arXiv preprint arXiv:2501.02402, 2025 | | 2025 |
| Towards Dynamic EHR Phenotyping: A Generative Clustering Model H Aguiar, M Santos, P Watkinson, T Zhu | | |
| VARIATIONAL MODELLING OF TEMPORAL EHRS FOR PHENOTYPIC CLUSTERING H Aguiar, M Santos, P Watkinson, T Zhu ICLR 2023 Workshop on Time Series Representation Learning for Health, 0 | | |
| Cluster-based Feature Importance Learning for Electronic Health Record Time-series H Aguiar, M Santos, P Watkinson, T Zhu | | |
