Listar TE - Contribuciones a congresos científicos por autor "Joya-Caparrós, Gonzalo"
Mostrando ítems 1-9 de 9
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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 ... -
Evaluación de diferentes diseños de Aprendizaje Basado en Proyectos en el entorno de un máster profesional
García-Berdonés, Carmen; Molina-Tanco, Luis; Peña-Martín, Juan Pedro; García-Lagos, Francisco; Joya-Caparrós, Gonzalo; Reyes-Lecuona, Arcadio; Trujillo-Aguilera, Davinia[et al.] (2013-10-08)
Este trabajo presenta el diseño y puesta en marcha de algunas variantes del Aprendizaje Basado en Proyectos (ABP) llevadas a cabo en un título Máster en Sistemas Electrónicos. Los resultados obtenidos animan a usar ABP en ... -
An implementation of the Dilkstra algorithm for fuzzy costs (Technical report 2018)
This report presents an implementation the Dijkstra algorithm applied to a type V fuzz graph. This new algorithm can find the shortest path in a graph with edge costs are defined as positive triangular fuzzy numbers -
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 ... -
On Using Perceptual Loss within the U-Net Architecture for the Semantic Inpainting of Textile Artefacts with Traditional Motifs
Stoean, Catalin; Bacanin, Nebojsa; Stoean, Ruxandra; Ionescu, Leonard; Alecsa, Cristian; Hotoleanu, Mircea; Atencia-Ruiz, Miguel Alejandro; Joya-Caparrós, Gonzalo[et al.] (SYNACS Conference Publishing Service (CPS), 2022)
It is impressive when one gets to see a hundreds or thousands years old artefact exhibited in the museum, whose appearance seems to have been untouched by centuries. Its restoration had been in the hands of a multidisciplinary ... -
Propuesta de una asignatura basada en la materia de la recolección de energía ambiental a pequeña escala
Joya-Caparrós, Gonzalo; Navas-Borrero, José Luis (2019-07-18)
En este trabajo se presenta una propuesta docente para la inclusión de la materia de la recolección de energía a partir de energía ambiental a pequeña escala. Se relacionan los campos conceptuales que conforman la asignatura ... -
Saccadic points classification using Multilayer Perceptron and Randon Forest classifiers in EOG recording of patients with Ataxia SCA2
Becerra-García, Roberto Antonio; Joya-Caparrós, Gonzalo; García, Rodolfo; Velázquez, Luis; Rodríguez, Roberto; Pino, Carmen[et al.] (2013-10-23)
In this paper, we compare the performance of two different methods for the task of electrooculogram saccadic points classification in Patients with Ataxia SCA2: Multilayer Perceptrons (MLP) and Random Forest. First we ... -
Uncertainty analysis of ANN based spectral analysis using Monte Carlo method
Salinas, J.R.; García-Lagos, Francisco; Díaz-de-Aguilar, J; Joya-Caparrós, Gonzalo; Sandoval-Hernández, Francisco (Springer, 2017-06)
Uncertainty analysis of an Artificial Neural Network (ANN) based method for spectral analysis of asynchronously sampled signals is performed. Main uncer-tainty components contributions, jitter and quantization noise, are ... -
Unsupervised learning as a complement to convolutional neural network classification in the analysis of saccadic eye movement in spino-cerebellar ataxia type 2
Stoean, Catalin; Stoean, Ruxandra; Becerra-García, Roberto Antonio; Atencia-Ruiz, Miguel Alejandro; García-Lagos, Francisco; Velázquez-Pérez, Luis; Joya-Caparrós, Gonzalo; García-Bermúdez, Rodolfo[et al.] (2019-06-17)
This paper aims at assessing spino-cerebellar type 2 ataxiaby classifying electrooculography records into registers corresponding to healthy, presymptomatic and ill individuals. The primary used technique is the convolutional ...