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Ali el Hassouni
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Prediction using patient comparison vs. modeling: a case study for mortality prediction
M Hoogendoorn, A El Hassouni, K Mok, M Ghassemi, P Szolovits
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
352016
Reinforcement learning for personalization: a systematic literature review
F den Hengst, EM Grua, A el Hassouni, M Hoogendoorn
Journal of Data Science: Methods, Infrastructure, and Applications, 2020
192020
Personalization of health interventions using cluster-based reinforcement learning
A el Hassouni, M Hoogendoorn, M van Otterlo, E Barbaro
International Conference on Principles and Practice of Multi-Agent Systems …, 2018
172018
Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis
L Roggeveen, A El Hassouni, J Ahrendt, T Guo, L Fleuren, P Thoral, ...
Artificial Intelligence in Medicine 112, 102003, 2021
112021
Using generative adversarial networks to develop a realistic human behavior simulator
A el Hassouni, M Hoogendoorn, V Muhonen
International Conference on Principles and Practice of Multi-Agent Systems …, 2018
62018
End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning
A El Hassouni, M Hoogendoorn, AE Eiben, M van Otterlo, V Muhonen
2019 IEEE/WIC/ACM International Conference on Web Intelligence (WI), 258-264, 2019
42019
Data-driven models for mortality assessment at the Intensive Care Unit
A el Hassouni, M Hoogendoorn
12016
A model a day keeps the doctor away: Reinforcement learning for personalized healthcare
A el Hassouni
2022
Mixing Consistent Deep Clustering
D Lutscher, A Hassouni, M Stol, M Hoogendoorn
International Conference on Machine Learning, Optimization, and Data Science …, 2021
2021
pH-RL: A Personalization Architecture to Bring Reinforcement Learning to Health Practice
A Hassouni, M Hoogendoorn, M Ciharova, A Kleiboer, K Amarti, ...
arXiv preprint arXiv:2103.15908, 2021
2021
Generative Fourier-Based Auto-encoders: Preliminary Results
A Zonta, AE Hassouni, DW Romero, JM Tomczak
International Conference on Machine Learning, Optimization, and Data Science …, 2020
2020
A clustering-based reinforcement learning approach for tailored personalization of e-Health interventions
A el Hassouni, M Hoogendoorn, M van Otterlo, AE Eiben, V Muhonen, ...
https://arxiv.org/abs/1804.03592, 2020
2020
Structural and Functional Representativity of GANs for Data Generation in Sequential Decision Making
A el Hassouni, M Hoogendoorn, AE Eiben, V Muhonen
International Conference on Machine Learning, Optimization, and Data Science …, 2020
2020
Fraud detection using machine learning methods
A el Hassouni
Vrije Universiteit Amsterdam, 2016
2016
VU Research Portal
A el Hassouni
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Articles 1–15