no code implementations • 28 Mar 2024 • Mandani Ntekouli, Gerasimos Spanakis, Lourens Waldorp, Anne Roefs
In the evolving field of psychopathology, the accurate assessment and forecasting of data derived from Ecological Momentary Assessment (EMA) is crucial.
no code implementations • 11 Oct 2023 • Mandani Ntekouli, Gerasimos Spanakis, Lourens Waldorp, Anne Roefs
However, it is believed that additional information of similar individuals is likely to enhance these models leading to better individuals' description.
no code implementations • 2 Dec 2022 • Mandani Ntekouli, Gerasimos Spanakis, Lourens Waldorp, Anne Roefs
In the field of psychopathology, Ecological Momentary Assessment (EMA) methodological advancements have offered new opportunities to collect time-intensive, repeated and intra-individual measurements.
no code implementations • 4 Apr 2022 • Mandani Ntekouli, Gerasimos Spanakis, Lourens Waldorp, Anne Roefs
Interestingly, it is observed that in one of the two real-world datasets, knowledge distillation method achieves improved AUC scores (mean relative change of +17\% compared to personalized) showing how it can benefit EMA data classification and performance.