36 citations · 154 across the 55 of their papers we have counts for
3 papers · 1 filter
Clustering individuals based on multivariate EMA time-series data
Mandani Ntekouli, Gerasimos Spanakis, Lourens Waldorp +1
In the field of psychopathology, Ecological Momentary Assessment (EMA) methodological advancements have offered new opportunities to collect time-intensive, repeated and intra-indi…
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning
Justus-Jonas Erker, Stefan Schaffer, Gerasimos Spanakis
Inspired by the curvature of space-time (Einstein, 1921), we introduce Curved Contrastive Learning (CCL), a novel representation learning technique for learning the relative turn d…
Using Explainable Boosting Machine to Compare Idiographic and Nomothetic Approaches for Ecological Momentary Assessment Data
Mandani Ntekouli, Gerasimos Spanakis, Lourens Waldorp +1
Previous research on EMA data of mental disorders was mainly focused on multivariate regression-based approaches modeling each individual separately. This paper goes a step further…