Francisco Abel Cedrón Santaeufemia  

(PC-PD)

Department Computer Science
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Redes de Neuronas Artificiales y Sistemas Adaptativos - Imagen Médica y Diagnóstico Radiológico
Research lines Computational Connectionist Modeling: Neuroscience
Keywords Machine Learning, Artificial Neuron-Glia Networks, Connectionist Systems, Evolutionary computation
Contacto UDC directory
Orcid id0000-0002-6962-4749 Scopus56609290400

Teaching

Subjects taught

This section shows the teaching given in degrees, masters and other officers studies in last 6 years.

Subject and involved studies Total hours
Basic Computer Science 29
Final Project. Mention in Computer Science 4
Multimedia Creation Tools 31
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Grado en Información e Documentación
19
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
41

Defined tutoring by teacher for 2018/2019 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Friday
10:00 a 13:00
Lab 2.2
2nd quarter Friday
10:00 a 13:00
Lab 2.2

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Web/mobile application for personalized prescription of probiotics according to pathology or current treatment of the patient
Web application for Artificial NeuroGlial Networks simulations in multiple processors

Research results

Select merit type and year to query research merits.

Axudas para acreditación, estructuración e mellora de Centros de Investigación Singulares do Sistema Universitario de Galicia

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches M. G. Penedo
Type Proyecto Programas Autonomicos
Dates From 01/01/2016 to 30/11/2019

Using Genetic Algorithms to improve Support Vector Regression in the analysis of Atomic spectra of Lubricant Oils IF:1.495

Authors Carlos Fernández Lozano, Francisco Abel Cedrón Santaeufemia, Daniel Rivero Cebrián, Julián Dorado de la Calle, José Manuel Andrade Garda, Alejandro Pazos Sierra, Marcos Gestal Pose
Journal ENGINEERING COMPUTATIONS Vol. 33 Num. 4 (pages 995 to 1005)

Parallel computation for Brain Simulation IF: 2.9 (Q2)

Authors L.A. Pastur-Romay, Porto-Pazos A. B., F. Cedrón, Pazos, A.
Journal CURRENT TOPICS IN MEDICINAL CHEMISTRY Vol. 17

Deep Artificial Neural Networks and Neuromorphic Chips for Big Data Analysis: Pharmaceutical and Bioinformatics Applications. IF: 3,257 (Q1)

Authors Lucas-Antón Pastur Romay, Francisco Abel Cedrón Santaeufemia, Alejandro Pazos Sierra, Ana Belén Porto Pazos
Journal International Journal of Molecular Sciences Vol. 17 Num. 8 (pages 1313 to 1320)
DOI https://doi.org/10.3390/ijms17081313

Artificial Neuron-Glia Networks Learning Aproach Based on Cooperative Coevolution IF: 6.056 (Q1)

Authors Mesejo P., Ibáñez O., Enrique Fernandez-Blanco, Cedrón F., Alejandro Pazos Sierra, Porto-Pazos A. B.
Journal International Journal of Neural Systems Vol. 25 Num. 4

Multivariate Regression Using Artificial Neural Networks and Support Vector Machines

Authors José Manuel Andrade Garda. Marcos Gestal Pose. Francisco Abel Cedrón Santaeufemia. Julián Dorado de la Calle. María Paz Gómez Carracedo
Book Basic chemometric techniques in atomic spectroscopy, 2nd edition
Publishing: Royal Society of Chemistry.
ISBN: 978-1-84973-796-8
Pages From 348 to 397

Artificial Astrocytic Modulation of Neuron's Output
European Medical and Biological Engineering Conference (EMBEC). Nordic-Baltic Conference on Biomedical Engineering and Medical Physics (NBC) 2017
International

Authors L.A. Pastur-Romay, F. Cedrón, Porto-Pazos A. B.
Organization International Federation for Medical and Biological Engineering
Place Tampere (Finlandia)

HPC-PLUS platform for biomedical applications
VIII Spanish Drug Discovery Network Meeting
International

Authors Francisco Cedron-Santaeufemia, Enrique Fernandez-Blanco, Carlos Fernandez Lozano, Cristian R. Munteanu, Alejandro Pazos Sierra
Organization SLAS Meeting
Place Santiago de Compostela (España)

Computational Models of the Brain
MOL2NET, International Conference on Multidisciplinary Sciences
International

Authors L.A. Pastur-Romay, F. Cedrón, Pazos, A., Porto-Pazos A. B.
Place Bilbao (España)