Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Amarti, Khadicha"'
Autor:
Ciharova, Marketa, Amarti, Khadicha, van Breda, Ward, Peng, Xianhua, Lorente-Català, Rosa, Funk, Burkhardt, Hoogendoorn, Mark, Koutsouleris, Nikolaos, Fusar-Poli, Paolo, Karyotaki, Eirini, Cuijpers, Pim, Riper, Heleen
Publikováno v:
In Biological Psychiatry 1 October 2024 96(7):519-531
Autor:
Hassouni, Ali el, Hoogendoorn, Mark, Ciharova, Marketa, Kleiboer, Annet, Amarti, Khadicha, Muhonen, Vesa, Riper, Heleen, Eiben, A. E.
While reinforcement learning (RL) has proven to be the approach of choice for tackling many complex problems, it remains challenging to develop and deploy RL agents in real-life scenarios successfully. This paper presents pH-RL (personalization in e-
Externí odkaz:
http://arxiv.org/abs/2103.15908
Autor:
el Hassouni, Ali, Hoogendoorn, Mark, Ciharova, Marketa, Kleiboer, Annet, Amarti, Khadicha, Muhonen, Vesa, Riper, Heleen, Eiben, A. E., Nicosia, Giuseppe, Ojha, Varun, La Malfa, Emanuele, La Malfa, Gabriele, Jansen, Giorgio, Pardalos, Panos M., Giuffrida, Giovanni, Umeton, Renato
Publikováno v:
Machine Learning, Optimization, and Data Science-7th International Conference, LOD 2021, Revised Selected Papers, 13163 LNCS, 265-280
el Hassouni, A, Hoogendoorn, M, Ciharova, M, Kleiboer, A, Amarti, K, Muhonen, V, Riper, H & Eiben, A E 2022, pH-RL: A Personalization Architecture to Bring Reinforcement Learning to Health Practice . in G Nicosia, V Ojha, E La Malfa, G La Malfa, G Jansen, P M Pardalos, G Giuffrida & R Umeton (eds), Machine Learning, Optimization, and Data Science : 7th International Conference, LOD 2021, Grasmere, UK, October 4–8, 2021, Revised Selected Papers, Part I . vol. 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13163 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 265-280, 7th International Conference on Machine Learning, Optimization, and Data Science, LOD 2021, Virtual, Online, 4/10/21 . https://doi.org/10.1007/978-3-030-95467-3_20
Machine Learning, Optimization, and Data Science: 7th International Conference, LOD 2021, Grasmere, UK, October 4–8, 2021, Revised Selected Papers, Part I, 1, 265-280
el Hassouni, A, Hoogendoorn, M, Ciharova, M, Kleiboer, A, Amarti, K, Muhonen, V, Riper, H & Eiben, A E 2022, pH-RL : A Personalization Architecture to Bring Reinforcement Learning to Health Practice . in G Nicosia, V Ojha, E La Malfa, G La Malfa, G Jansen, P M Pardalos, G Giuffrida & R Umeton (eds), Machine Learning, Optimization, and Data Science-7th International Conference, LOD 2021, Revised Selected Papers . vol. 13163 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13163 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 265-280, 7th International Conference on Machine Learning, Optimization, and Data Science, LOD 2021, Virtual, Online, 04/10/2021 . https://doi.org/10.1007/978-3-030-95467-3_20
Machine Learning, Optimization, and Data Science ISBN: 9783030954666
el Hassouni, A, Hoogendoorn, M, Ciharova, M, Kleiboer, A, Amarti, K, Muhonen, V, Riper, H & Eiben, A E 2022, pH-RL: A Personalization Architecture to Bring Reinforcement Learning to Health Practice . in G Nicosia, V Ojha, E La Malfa, G La Malfa, G Jansen, P M Pardalos, G Giuffrida & R Umeton (eds), Machine Learning, Optimization, and Data Science : 7th International Conference, LOD 2021, Grasmere, UK, October 4–8, 2021, Revised Selected Papers, Part I . vol. 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13163 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 265-280, 7th International Conference on Machine Learning, Optimization, and Data Science, LOD 2021, Virtual, Online, 4/10/21 . https://doi.org/10.1007/978-3-030-95467-3_20
Machine Learning, Optimization, and Data Science: 7th International Conference, LOD 2021, Grasmere, UK, October 4–8, 2021, Revised Selected Papers, Part I, 1, 265-280
el Hassouni, A, Hoogendoorn, M, Ciharova, M, Kleiboer, A, Amarti, K, Muhonen, V, Riper, H & Eiben, A E 2022, pH-RL : A Personalization Architecture to Bring Reinforcement Learning to Health Practice . in G Nicosia, V Ojha, E La Malfa, G La Malfa, G Jansen, P M Pardalos, G Giuffrida & R Umeton (eds), Machine Learning, Optimization, and Data Science-7th International Conference, LOD 2021, Revised Selected Papers . vol. 13163 LNCS, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13163 LNCS, Springer Science and Business Media Deutschland GmbH, pp. 265-280, 7th International Conference on Machine Learning, Optimization, and Data Science, LOD 2021, Virtual, Online, 04/10/2021 . https://doi.org/10.1007/978-3-030-95467-3_20
Machine Learning, Optimization, and Data Science ISBN: 9783030954666
While reinforcement learning (RL) has proven to be the approach of choice for tackling many complex problems, it remains challenging to develop and deploy RL agents in real-life scenarios successfully. This paper presents pH-RL (personalization in e-
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::d5979977b4c6f962ce2461539e3e8ea8
https://doi.org/10.1007/978-3-030-95467-3_20
https://doi.org/10.1007/978-3-030-95467-3_20
Autor:
Ciharova, Marketa, Riper, Heleen, Kleiboer, Annet, Gevonden, Martin, van Breda, Ward, Ghassemi, Sina, Amarti, Khadicha
The current study aims at assessing the performance of a multi-modal algorithm developed by the start-up Sentimentics (http://www.sentimentics.com/) in recognition of stress in an individual. This algorithm estimates stress according to information o
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::950faa6c46af8da0a533a2edcdc76fe2
Autor:
Ciharova, Marketa, Amarti, Khadicha, van Breda, Ward, Riper, Heleen, Vis, Christiaan, Cuijpers, Pim, Karyotaki, Eirini, Schulte, Mieke
Common mental health disorders, more specifically mood and anxiety disorders, are highly prevalent and lead to decrease in general health, quality of life as well as social functioning, contributing substantially to the global burden of disease. Obje
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::255b3698c29eb6cac1bcc48bbed4d00d
Autor:
Ciharova, Marketa, Riper, Heleen, van Breda, Ward, Amarti, Khadicha, Vis, Christiaan, Karyotaki, Eirini, Cuijpers, Pim, Schulte, Mieke
Introduction: Common mental health disorders, more specifically mood and anxiety disorders, are highly prevalent and lead to decrease in general health, quality of life as well as social functioning, contributing substantially to the global burden of
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::b61f9503eefe8fac6a007c2ce7270b3b
Autor:
Amarti, Khadicha, Schulte, Mieke H. J., Kleiboer, Annet, Van Genugten, Claire Rosalie, Oudega, Mardien, Sonnenberg, Caroline, Gonçalves, Gonçalo C., Rocha, Artur, Riper, Heleen
Publikováno v:
JMIR Research Protocols; Oct2022, Vol. 11 Issue 10, p160-172, 13p
Autor:
Van Assche E; Thomas More University of Applied Sciences, Antwerp, Belgium., Bonroy B; Thomas More University of Applied Sciences, Geel, Belgium., Mertens M; Thomas More University of Applied Sciences, Geel, Belgium., Van den Broeck L; Pulso Europe, Leuven, Belgium., Desie K; Pulso Europe, Leuven, Belgium., Bolinski F; Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands., Amarti K; Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands., Kleiboer A; Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands., Riper H; Department of Clinical, Neuro, and Developmental Psychology, Amsterdam Public Health Institute, Vrije Universiteit Amsterdam, Amsterdam, Netherlands.; Department of Psychiatry, Amsterdam University Medical Centre (VUmc), Amsterdam, Netherlands.; Faculty of Medicine, University of Turku, Turku, Finland., Van Daele T; Thomas More University of Applied Sciences, Antwerp, Belgium.
Publikováno v:
Frontiers in digital health [Front Digit Health] 2022 Dec 14; Vol. 4, pp. 1027864. Date of Electronic Publication: 2022 Dec 14 (Print Publication: 2022).