A deep neural model of emotion appraisal

P Barros, E Barakova, S Wermter - arXiv preprint arXiv:1808.00252, 2018 - arxiv.org
Emotional concepts play a huge role in our daily life since they take part into many cognitive
processes: from the perception of the environment around us to different learning processes …

Predictive modeling in E-mental health: Exploring applicability in personalised depression treatment

WRJ van Breda - 2020 - research.vu.nl
In this thesis we explore whether predictive modeling can contribute to advancements in
personalised depression treatment. There is a need for innovations in this field due to the …

GP-HD: Using Genetic Programming to Generate Dynamical Systems Models for Health Care

M Hoogendoorn, W Van Breda, J Ruwaard - IEEE/WIC/ACM …, 2019 - dl.acm.org
The huge wealth of data in the health domain can be exploited to create models that predict
development of health states over time. Temporal learning algorithms are well suited to …

Automatic structure estimation of predictive models for symptom development

D Becker - arXiv preprint arXiv:1809.04494, 2018 - arxiv.org
Online mental health treatment has the premise to meet the increasing demand for mental
health treatment at a lower cost than traditional treatment. However, online treatment suffers …