2 papers
q-bio.NC2025
Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasks
Facundo Roffet, Gustavo Deco, Claudio Delrieux +1
Background: Brain network models offer insights into brain dynamics, but the utility of model-derived bifurcation parameters as biomarkers remains underexplored. Objective: This st…
cs.LG2024
The Multiplex Classification Framework: optimizing multi-label classifiers through problem transformation, ontology engineering, and model ensembling
Mauro Nievas Offidani, Facundo Roffet, Claudio Augusto Delrieux +2
Classification is a fundamental task in machine learning. While conventional methods-such as binary, multiclass, and multi-label classification-are effective for simpler problems,…