| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Laboratorio de Ingeniería del Software |
| Research lines | Artificial Intelligence, Evolutionary computing, Computational Connectionist Modeling: Neuroscience |
| Keywords | Machine Learning, Artificial Neuron-Glia Networks, Connectionist Systems, Evolutionary computation |
| Contacto | UDC directory |
| Orcid id0000-0002-6962-4749 ResearcherIDC-5921-2015 Scopus56609290400 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation
Degree in Data Science and Engineering
|
Compulsory | 0 | 1.5 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 3 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 5.5 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 4.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 4 |
| Final Year Dissertation. Mention in Information Technology | Compulsory | 0 | 6 |
| Final Year Dissertation. Mention in Software Engineering | Compulsory | 0 | 3 |
| Fundamentals of Programming I | Core | 0 | 22 |
| Master's Dissertation | Compulsory | 0 | 3.5 |
| Programming I | Core | 0 | 103 |
| Programming I | Core | 0 | 10 |
| Software Development Projects | Optional | 0 | 12 |
| Software Process | Compulsory | 0 | 70 |
| Work Placement | Compulsory | 0 | 4 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Fundamentals of Programming I
Degree in Data Science and Engineering
|
Core | 0 | 50 |
|
Programming I
Degree in Computer Engineering
|
Core | 0 | 82 |
|
Software Development Projects
Degree in Computer Engineering
|
Optional | 0 | 23 |
|
Software Process
Degree in Computer Engineering
|
Compulsory | 0 | 104 |
|
Work Placement
Master's in Computer Engineering
|
Compulsory | 0 | 6 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Fundamentals of Programming I
Degree in Data Science and Engineering
|
Core | 0 | 50 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 2.5 |
|
Programming I
Degree in Computer Engineering
|
Core | 0 | 82 |
|
Software Development Projects
Degree in Computer Engineering
|
Optional | 0 | 23 |
|
Software Process
Degree in Computer Engineering
|
Compulsory | 0 | 134 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Fundamentals of Programming I
Degree in Data Science and Engineering
|
Core | 0 | 45 |
|
Programming I
Degree in Computer Engineering
|
Core | 0 | 195 |
|
Software Development Projects
Degree in Computer Engineering
|
Optional | 0 | 14 |
|
Software Process
Degree in Computer Engineering
|
Compulsory | 0 | 62 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Fundamentals of Programming I
Degree in Data Science and Engineering
|
Core | 0 | 45 |
|
Programming I
Degree in Computer Engineering
|
Core | 0 | 235 |
|
Software Process
Degree in Computer Engineering
|
Compulsory | 0 | 45 |
Defined tutoring by teacher for 2023/2024 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
10:30 a 11:30 |
Teams (concertar cita previamente) |
| 1st quarter |
Thursday
09:00 a 11:30 |
Teams (concertar cita previamente) |
| 1st quarter |
Friday
10:30 a 12:30 |
Teams (concertar cita previamente) |
| 2nd quarter |
Tuesday
09:30 a 10:30 |
Teams (concertar cita previamente) |
| 2nd quarter |
Wednesday
09:30 a 11:30 |
Teams (concertar cita previamente) |
| 2nd quarter |
Friday
09:30 a 11:30 |
Teams (concertar cita previamente) |
Directed or codirected by current teacher since 2013 year.
| Comparison of machine learning techniques with a collaborative filtering system using amazon CD and vynil reviews |
| Web application to shorten URLs and view usage statistics |
| Automated incident generation web application based on complex Health Checks |
| Expert system for generating and validating dynamic forms in order to evaluate and certify the sustainability of a building |
| Implementation of a business intelligence system for the analysis of pharmacological prescriptions |
| BI Integrations: External data sources integration on FlyThings |
Select merit type and year to query research merits.
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2019 to 20/11/2021 |
Axudas para a acreditación, estruturación e mellora de centros de investigación singulares e agrupacións estratéxicas consolidadas do Sistema universitario de Galicia, cofinanciadas polo Fondo Europeo de Desenvolvemento Rexional (Feder), no marco do programa operativo Feder Galicia 2014-2020
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Manuel F. González Penedo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2016 to 30/11/2019 |
Minimal neural network topology optimization for aesthetic classification
| Authors | Adrian Carballal Mato, Francisco Cedron, Iria Santos, Antonino Santos Del Riego, Juan Jesús Romero Cardalda |
| Journal | NEURAL COMPUTING & APPLICATIONS (pages 1 to 13) |
| DOI | https://doi.org/10.1007/s00521-020-05550-x |
First Multiplatform Application for Pharmacies in Spain, Which Guides the Prescription of Probiotics according to Pathology
| Authors | Sara Alvarez-Gonzalez, Jose Rodriguez-Fernandez, Ana Belén Porto Pazos, Alejandro Pazos Sierra, Francisco Cedron |
| Journal | Applied Sciences Vol. 11 Num. 4 |
A review on machine learning approaches and trends in drug discovery. IF 7.271. Q1
| Authors | Paula Carracedo-Reboredo, Jose Liñares-Blanco, Nereida Rodriguez-Fernandez, Francisco Cedron, Francisco Javier Nóvoa De Manuel, Adrian Carballal Mato, Victor Maojo, Alejandro Pazos, Carlos Fernández Lozano |
| Journal | Computational and Structural Biotechnology Journal Vol. 19 (pages 4538 to 4558) |
Application for Decision-Making on Mild Cognitive Impairments
| Authors | Erick Gonzalez-Martin, Alberto Alvarellos, Virginia Mato-Abad, Juan Manuel Pías Peleteiro, Isable Jiménez Martín, Francisco Cedron |
| Journal | Proceedings |
| DOI | https://doi.org/10.3390/engproc2021007055 |
Shiny Dashboard for Monitoring the COVID-19 Pandemic in Spain
| Authors | Carlos Fernández Lozano, Francisco Cedron |
| Journal | Proceedings |
Probiotic: First Prescriptive Application of Probiotics in Spain
| Authors | Sara Alvarez-Gonzalez, Jose Rodriguez-Fernandez, Ana Belén Porto Pazos, Alejandro Pazos Sierra, Francisco Cedron |
| Journal | Proceedings |
Use of Multiple Astrocytic Configurations within an Artificial NeuroAstrocytic Network
| Authors | Francisco Cedron, Sara Alvarez-Gonzalez, Pazos, A., Porto-Pazos A. B. |
| Journal | Proceedings Vol. 21 Num. 1 (pages 134 to 136) |
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 Num. 14 (pages 1646 to 1668) |
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) |
| DOI | https://doi.org/10.1108/ec-03-2015-0062 |
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. Francisco Abel Cedrón Santaeufemia. Julián Dorado. María Paz Gómez Carracedo |
| Book |
Basic Chemometric Techniques in Atomic Spectroscopy Publishing: Royal Chemical Society (RSC). ISBN: 978-1-84973-796-8 |
| Pages | From 348 to 397 |
New neuroinspired algorithms in Artificial Neuro-Astrocytic Networks
| Autor | Sara Álvarez González |
| Director/s | Alfonso Araque Almendros; Francisco Abel Cedrón Santaeufemia |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Herramienta para la ayuda de prescripción de probioticos
XXIII Congreso Naciona de Informática de la saludo, INFORSALUD 2020
National
| Authors | Sara Alvarez-Gonzalez, Jose Rodriguez-Fernandez, Ana Belén Porto Pazos, Virginia Mato Abad, Francisco Cedron |
| Place | Madrid (España) |
Sistema de Monitorización Medioambiental basado en Dispositivos de Bajo Coste
XXII Congreso Nacional de Informática de la Salud (Inforsalud 2019)
National
| Authors | M. Gestal, E. M. de la Mano, F. Cedrón, Julián Dorado, Alejandro Pazos Sierra |
| Organization | Sociedad Española de Informática de la Salud (SEIS) |
| Place | Madrid (España) |
Modelling astrocytic behaviours to improve connectionist systems
18th National meeting of the spanish society of neuroscience (SENC)
International
| Authors | Francisco Cedron, Sara Alvarez-Gonzalez, Alejandro Pazos Sierra, Porto-Pazos A. B. |
| Organization | Sociedad Española de Neurociencia |
| Place | Santiago de Compostela (España) |
Infraestructure to support biomedical applications
MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition
International
| Authors | Francisco Cedron, Adrian Carballal Mato, Carlos Fernández Lozano, C. R. Munteanu, Alejandro Pazos Sierra |
| Place | Bilbao (España) |
| DOI | https://doi.org/10.3390/mol2net-04-05507 |
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) |
Algoritmos de Modulación Astrocítica Artificial.
V Workshop Internacional en Imagen Médica Captura e Integración de Datos Clínicos 2017
International
| Authors | L.A. Pastur-Romay, F. Cedrón, Porto-Pazos A. B. |
| Organization | Universidade da Coruña (UDC) |
| Place | Coruña, A (España) |
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) |
Presente y Futuro en Redes Neurogliales Artificiales
. IV Workshop Internacional en Imagen Médica. Captura e Integración de Datos Clínicos 2016
International
| Authors | L.A. Pastur-Romay, F. Cedrón, Porto-Pazos A. B. |
| Organization | Universidade da Coruña (UDC) |
| Place | Coruña, A (España) |
Academic or management positions held by teacher.