2 papers
physics.soc-ph2022
Machine learning for the prediction of voter model opinions through complex network structures
Aruane M. Pineda, Caroline L. Alves, Colm Connaughton +1
The inference of outcomes in dynamic processes from structural features of systems is a crucial endeavor in network science. Recent research has suggested a machine learning-based…
eess.SP2021
EEG functional connectivity and deep learning for automatic diagnosis of brain disorders: Alzheimer's disease and schizophrenia
Caroline L. Alves, Aruane M. Pineda, Kirstin Roster +2
Mental disorders are among the leading causes of disability worldwide. The first step in treating these conditions is to obtain an accurate diagnosis, but the absence of establishe…