ListarTE - Contribuciones a congresos científicos por tema "Machine Learning"

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Automatic recording and processing of saccadic electrooculograms.

Becerra-García, Roberto Antonio; Joya-Caparrós, Gonzalo; García-Bermúdez, Rodolfo; García-Lagos, Francisco (2023)

This work presents the development of a technology that processes human eye movement records in a fully automatic way. Since it is part of a collaboration with the Center for Rehabilitation and Research of Hereditary Ataxias ...
Non spontaneous saccadic movements identification in clinical electrooculography using machine learning

Becerra-García, Roberto Antonio; García-Bermúdez, Rodolfo; Joya-Caparrós, Gonzalo; Fernández-Higuera, Abel; Velázquez-Rodríguez, Camilo; Velazquez-Mariño, Michel; Cuevas-Beltrán, Franger; García-Lagos, Francisco; Rodríguez-Labrada, Roberto[et al.] (Springer, 2015)

In this paper we evaluate the use of the machine learning algorithms Support Vector Machines, K-Nearest Neighbors, CART decision trees and Naive Bayes to identify non spontaneous saccades in clinical electrooculography ...