Ali el Hassouni

Publication Activity (10 Years)

Years Active: 2016-2021
Publications (10 Years): 12

Top Topics

Temporal Difference

Raw Sensor Data

Reinforcement Learning

Top Venues

Artif. Intell. Medicine

Publications

Daniel Lutscher, Ali el Hassouni, Maarten Stol, Mark Hoogendoorn
Mixing Consistent Deep Clustering. LOD (2021)
Luca Roggeveen, Ali el Hassouni, Jonas Ahrendt, Tingjie Guo, Lucas Fleuren, Patrick Thoral, Armand R. J. Girbes, Mark Hoogendoorn, Paul W. G. Elbers
Transatlantic transferability of a new reinforcement learning model for optimizing haemodynamic treatment for critically ill patients with sepsis. Artif. Intell. Medicine 112 (2021)
Ali el Hassouni, Mark Hoogendoorn, Marketa Ciharova, Annet Kleiboer, Khadicha Amarti, Vesa Muhonen, Heleen Riper, A. E. Eiben
pH-RL: A Personalization Architecture to Bring Reinforcement Learning to Health Practice. LOD (2021)
Ali el Hassouni, Mark Hoogendoorn, Marketa Ciharova, Annet Kleiboer, Khadicha Amarti, Vesa Muhonen, Heleen Riper, A. E. Eiben
pH-RL: A personalization architecture to bring reinforcement learning to health practice. CoRR (2021)
Floris den Hengst, Eoin Martino Grua, Ali el Hassouni, Mark Hoogendoorn
Reinforcement learning for personalization: A systematic literature review. Data Sci. 3 (2) (2020)
Daniel Lutscher, Ali el Hassouni, Maarten Stol, Mark Hoogendoorn
Mixing Consistent Deep Clustering. CoRR (2020)
Ali el Hassouni, Mark Hoogendoorn, A. E. Eiben, Vesa Muhonen
Structural and Functional Representativity of GANs for Data Generation in Sequential Decision Making. LOD (1) (2020)
Ali el Hassouni, Mark Hoogendoorn, A. E. Eiben, Martijn van Otterlo, Vesa Muhonen
End-to-end Personalization of Digital Health Interventions using Raw Sensor Data with Deep Reinforcement Learning. WI (2019)
Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro
Personalization of Health Interventions using Cluster-Based Reinforcement Learning. CoRR (2018)
Ali el Hassouni, Mark Hoogendoorn, Vesa Muhonen
Using Generative Adversarial Networks to Develop a Realistic Human Behavior Simulator. PRIMA (2018)
Ali el Hassouni, Mark Hoogendoorn, Martijn van Otterlo, Eduardo Barbaro
Personalization of Health Interventions Using Cluster-Based Reinforcement Learning. PRIMA (2018)
Mark Hoogendoorn, Ali el Hassouni, Kwongyen Mok, Marzyeh Ghassemi, Peter Szolovits
Prediction using patient comparison vs. modeling: A case study for mortality prediction. EMBC (2016)