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Author

Alberto Durán-López

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Book Open access Aug 2026

Generative Flow-Matching Modeling of the Neurodevelopmental Connectome via Dynamic Hypergraphs

Human brain structure datasets are regularly small and lack a representative sample of target phenotypes. Augmenting these is often challenging due to highly complex patterns of connectivity, and this issue is particularly emphasized when there are significant target class imbalances. We introduce a model that enables...

K. Birch, Alberto Durán-López, Daniel Bolaños-Martinez et al. · 0 citations
Open access Aug 2026

Wearable Sensors and MET Features: The importance of Preprocessing and Understanding the Data

This study investigates the impact of different preprocessing techniques on activity recognition accuracy, such as filtering the acceleration to obtain the feature ACCfil, and results indicate that incorporating features such as ACCfil, HRR, and ratio of unfiltered to filtered acceleration improves activity recognition...

M. Bermúdez-Edo, Daniel Bolaños-Martinez, Alberto Durán-López et al. · 0 citations

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