PhD Enrique Fernández Blanco  

(TIT-UN)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Redes de Neuronas Artificiales y Sistemas Adaptativos - Imagen Médica y Diagnóstico Radiológico
Research lines Artificial Intelligence, Evolutionary Computation, Artificial Neural Networks, e-Health
Keywords Artificial Neural Networks, Genetic Algorithms, Genetic Programming, Data Mining, Signal Processing, Deep Learning, Evolutionary Computation,Bioinformátics
Teaching merits evaluation 2 five years period(s)
Research merits evaluation 2 six years period(s)
Contacto UDC directory
Orcid id0000-0003-3260-8734 ResearcherIDF-6085-2014 Scopus16030663900

Frankfurt, 1981) Engineer and Ph.D. in Computer Science specializing in Artificial Intelligence from the University of A Coruña since 2005 and 2010, respectively, has built a remarkable trajectory throughout his career during which he has participated in numerous research projects and enjoyed scholarships from both public and private entities.

Since 2008, he has held various teaching positions, including predoctoral fellow (2008-2009), part-time professor (2010-2012, 2013-2015), Assistant Professor (2015-2020), Lecturer (2020-2021), and Associate Professor (2021-). It is noteworthy that during the period from 2010 to 2015, he combined these positions with private activities in different research projects in various institutions.

Starting from March 16, 2023, he also takes on the role of coordinator for the Master's in Computer Science at the University of A Coruña, solidifying his commitment to education and program management.

His curriculum reflects a strong focus on Applied Artificial Intelligence and Evolutionary Computing, with over 43 contributions in various journals, 31 of which are indexed in the JCR and 18 in the first quartile. This researcher has left a significant impact with over 1000 citations and an h-index of 16 in the last 5 years.

Furthermore, he has undertaken research stays in highly prestigious groups such as the University of York (Julian H. Miller, 2008), the University of Aveiro (Jose Luis Oliveira, 2010), the Università degli Studi di Parma (Stefano Cagnoni, 2011), and the University of Granada (Óscar Cordón, 2017), enriching his experience and collaborations.

Additionally, his commitment to knowledge transfer is evident in various software registrations, patents, and research projects. Recognized with two six-year terms of valuable research recognition by ANECA, this researcher has a distinguished teaching career, with a recognized five-year period spanning from 2008 to 2018. He has successfully supervised 26 undergraduate projects, 9 master's thesis projects, and three doctoral theses, while guiding four doctoral theses at various stages of development.

Moreover, he actively serves as a reviewer for various JCR journals and high-level conferences, such as Biomedical Signal Processing and Control, Soft Computing, IEEE Journal of Biomedical and Health Informatics, Artificial Intelligence in Medicine, Neurocomputing, among others.

As a member of the Department of Computer Science and Information Technologies, specifically as part of the RNASA-IMEDIR research group, he is also affiliated with the Research Center for Information and Communication Technologies (CITIC-UDC) and the Institute of Biomedical Research of A Coruña (INIBIC). Since 2005, he has been a member of the Professional College of Computer Engineers of Galicia, advocating for the defence of the profession.

Teaching

Subjects taught

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

Subject and involved studies Distance hours Total hours
Advanced Models of Machine Learning I
Degree in Artificial Intelligence
0 31.5
Computer Graphics and Visualization
Degree in Computer Engineering
0 10.5
Entrepreneurship and Self-Employment
Master's in Computer Engineering
0 8
Final Year Dissertation
Degree in Data Science and Engineering
0 4
Final Year Dissertation. Mention in Computer Engineering
Degree in Computer Engineering
0 0.5
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 8.5
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
0 1.5
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
0 1.5
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
0 2.5
Fundamentals of Machine Learning
Degree in Artificial Intelligence
0 15
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 26
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 30
Machine Learning I
Master's Degree in Artificial Intelligence
0 31.5
Machine Learning II
Master's Degree in Artificial Intelligence
0 10.5
Master's Dissertation
Master's in Computer Engineering
0 15
Work Placement
Degree in Computer Engineering
0 5
Subject and involved studies Distance hours Total hours
Computer Graphics and Visualization 0 21
Computer Science Preliminaries 0 15
Final Year Dissertation. Mention in Computer Science 0 13.5
Final Year Dissertation. Mention in Information Technology 0 2.5
Final Year Dissertation. Mention in Software Engineering 0 6.5
Fundamentals of Machine Learning 0 45
Immersive, Interactive and Entertainment Systems 0 112
Intelligent Systems 0 30
Machine Learning I 0 21
Machine Learning III 0 24
Machine Learning II 0 10.5
Master's Dissertation 0 3.5
Work Placement 0 0
Work Placement 0 5
Subject and involved studies Distance hours Total hours
Computer Graphics
Degree in Digital Creation, Animation and Video Games
0 10
Computer Graphics and Visualization
Degree in Computer Engineering
0 31.5
Computer Science Preliminaries
Degree in Computer Engineering
0 45
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 34
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 30
Machine Learning I
Master's Degree in Artificial Intelligence
0 10.5
Machine Learning III
Degree in Data Science and Engineering
0 24
Machine Learning II
Master's Degree in Artificial Intelligence
0 10.5
Master's Dissertation
Master's in Computer Engineering
0 5
Work Placement
Degree in Computer Engineering
0 5
Subject and involved studies Distance hours Total hours
Artificial Intelligence
Master´s Degree in Designs, Development and Marketing of Videogames
0 10
Computer Graphics
Degree in Digital Creation, Animation and Video Games
0 10
Computer Graphics and Visualization
Degree in Computer Engineering
0 45
Computer Science Preliminaries
Degree in Computer Engineering
0 27
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 24
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 60.5
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
0 9
Machine Learning III
Degree in Data Science and Engineering
0 24
Master's Dissertation
Master's in Computer Engineering
0 10
Work Placement
Degree in Computer Engineering
0 5
Subject and involved studies Distance hours Total hours
Artificial Intelligence
Master´s Degree in Designs, Development and Marketing of Videogames
0 10
Computer Graphics
Degree in Digital Creation, Animation and Video Games
0 30
Computer Graphics and Visualization
Degree in Computer Engineering
0 42
Computer Science Preliminaries
Degree in Computer Engineering
0 29.25
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 12
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 111
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 13
Master's Dissertation
Master in Bioinformatics for Health Sciences
0 4
Work Placement
Degree in Computer Engineering
0 0
Work Placement
Degree in Computer Engineering
0 5
Subject and involved studies Distance hours Total hours
Artificial Intelligence
Master´s Degree in Designs, Development and Marketing of Videogames
0 12
Computer Graphics
Degree in Digital Creation, Animation and Video Games
0 30
Computer Graphics and Visualization
Degree in Computer Engineering
0 42
Computer Science Preliminaries
Degree in Computer Engineering
0 28.5
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 48
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 12
Quality, Information Security and Computing Audit
Master's in Computer Engineering
0 13
Work Placement
Degree in Computer Engineering
0 0
Work Placement
Degree in Computer Engineering
0 5

Defined tutoring by teacher for 2023/2024 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Monday
10:00 a 12:00
AC D1.15 - Teams
1st quarter Wednesday
17:00 a 19:00
AC D1.15 - Teams
1st quarter Thursday
10:00 a 12:00
AC D1.15 - Teams
2nd quarter Monday
09:00 a 11:00
AC D1.15 - Teams
2nd quarter Tuesday
12:30 a 14:30
AC D1.15 - Teams
2nd quarter Thursday
15:30 a 17:30
AC D1.15 - Teams

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Development of a mobile application that allows the analysis of the tennis serve technique
Framework and application for the creationand consumption of interactive content
Mobile Application for the Management of Regattas
Sleep stage scoring through polysomnogram analysis using Graph Neural Networks
Cyclical terrain simulation system oriented to virtual environments development in Unity 3D
FISIC: a library for 3d environment generation from music
Development of an animation correction system for bipedal characters in 3D environments

Research results

Select merit type and year to query research merits.

AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.EXCELENCIA 2022

Funding entity Consellería de Educación
Main researches Óscar Ibáñez Panizo
Type Proyecto Programas Autonomicos
Dates From 01/01/2022 to 20/11/2026

AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2022

Funding entity Consellería de Educación
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 01/01/2022 to 20/11/2025

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

Axuda para a acreditación, estruturación e mellora de centros de investigación do Sistema universitario de Galicia

Funding entity CONSELLERIA DE EDUCACIÓN, UNIVERSIDADE E FORMACIÓN PROFESIONAL
Main researches Manuel Francisco González Penedo
Type Proyecto Programas Autonomicos
Dates From 01/12/2019 to 28/02/2023

Waterwatch

Funding entity Fondo Europeo de Desarrollo Regional (FEDER)
Main researches Juan Ramón Rabuñal Dopico
Type Contrato
Dates From 20/01/2016 to 31/12/2018

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

Contratación de los servicios técnicos e independientes por parte de un tercero para el desarrollo de herramientas de software y la ejecución de estudios in silico en el ámbito de la quimioteca de INNO-PHARMA

Funding entity Universidade de Santiago de Compostela (USC)
Main researches Alejandro Pazos Sierra
Type Contrato
Dates From 01/07/2015 to 31/12/2015

Diseño de la arquitectura y middleware de la infraestructura orientada al desarrollo de nuevos servicios/negocios en el entorno del sector energético 2.0

Funding entity Xunta de Galicia
Main researches Juan Ramón Rabuñal Dopico
Type Contrato
Dates From 06/02/2014 to 30/06/2015

Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 17/10/2014 to 17/10/2017

Plataforma HPC-PLUS para aplicaciones biomédicas

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Nacionales
Dates From 01/01/2013 to 31/12/2015

Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)

Funding entity Xunta de Galicia
Main researches Ricardo Cao Abad
Type Proyecto Programas Autonomicos
Dates From 01/01/2012 to 31/12/2013

Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 19/08/2011 to 18/08/2014

Contrato para actividades de asesoramiento y asistencia técnica entre la Fundación Universidade da Coruña y A-Cero inmobiliaria Joaquín Torres Arquitectos S.L.

Funding entity A-CERO Inmobiliaria Joaquín Torres Arquitectos S.L.
Main researches Julián Dorado De La Calle
Type Contrato
Dates From 31/07/2009 to 31/12/2010

Red temática de investigación cooperativa en Biomedicina Computacional (COMBIOMED)

Funding entity Instituto de Salud Carlos III (ISCIII)
Main researches Alejandro Pazos Sierra
Type Proyecto Otros Programas
Dates From 01/01/2008 to 31/12/2012

Contrato para actividades de asesoramiento y asistencia técnica entre la Fundación Universidade da Coruña y NANOGAP, SUB-NM-POWDER, S.A.

Funding entity NANOGAP
Main researches Alejandro Pazos Sierra
Type Contrato
Dates From 03/01/2008 to 28/02/2009

Desarrollo de un Sistema informático para el diseño y realización de estudios médicos basados en métrica radiológica

Funding entity Stryker Corporation
Main researches Pernas Puente-Penas, Juan Antonio
Type Contrato
Dates From 03/01/2007 to 03/01/2008

Grupos de Referencia Competitiva

Funding entity Consellería de Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 10/08/2007 to 10/08/2010

Herramientas avanzadas para la protección del litoral de Galicia y la Regíón Norte de Portugal frente a vertidos de hidrocarburos en alta mar. (PROLIT)

Funding entity Fondo Europeo de Desarrollo Regional (FEDER)
Main researches Gregorio Iglesias Rodríguez y Julián Dorado De La Calle
Type Proyecto Otros Programas
Dates From 01/01/2006 to 31/12/2007

Sistema celular artificial para procesado de información y crecimiento de estructuras

Funding entity Ministerio de Educación y Ciencia (MEC)
Main researches Julián Dorado De La Calle
Type Proyecto Programas Nacionales
Dates From 01/10/2006 to 30/09/2009

Optimización de Redes Neurogliales Artificiales mediante Algoritmos Evolutivos

Funding entity Universidade da Coruña (UDC)
Main researches Ana Belén Porto Pazos
Type Proyecto Otros Programas
Dates From 06/01/2006 to 06/01/2007

Molecular Block-Matching Method for Gel Image Analysis

Type Patente
Entity Universidade da Coruña (UDC)
Authors Alejandro Pazos Sierra, Julián Dorado de la Calle, Francisco Blanco-Garcia, Juan Ramón Rabuñal Dopico, Cristina Ruiz Romero, José Antonio Seoane Fernández, Ana María Freire Vega, Alvaro Rodriguez Tajes, Carlos Fernández Lozano, Enrique Fernández Blanco, Javier Pereira Loureiro, Cristian Munteanu, Ana Belén Porto Pazos
Application date 24/04/2011
Approval date 25/11/2014

Software para la identificación de proteínas mediante análisis de imágenes de geles 2D

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Julián Dorado de la Calle, Alejandro Pazos Sierra, Javier Pereira Loureiro, Juan Ramón Rabuñal Dopico, José Antonio Seoane Fernández, Ana María Freire Veiga, Álvaro Rodríguez Tajes, Enrique Fernández Blanco
Application date 11/12/2009

Workcollab: Herramienta web de trabajo colaborativo a través de Internet

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Ana Belén Porto Pazos, Guillermo Rodríguez, Alejandro Pazos Sierra, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Javier Pereira Loureiro, José Manuel Vázquez Naya, Enrique Fernández Blanco, Daniel Rivero Cebrián
Application date 01/03/2009
Approval date 17/06/2009

Software para la identificación de proteínas mediante análisis de imágenes

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Julián Dorado de la Calle, Alejandro Pazos Sierra, Javier Pereira Loureiro, Juan Ramón Rabuñal Dopico, José Antonio Seoane Fernández, Ana María Freire Veiga, Álvaro Rodríguez Tajes, Enrique Fernández Blanco
Application date 01/12/2008
Approval date 02/06/2009

Sistema evolutivo para la emulación del procesado celular

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Enrique Fernández Blanco, Julián Dorado de la Calle, Alejandro Pazos Sierra, Juan Ramón Rabuñal Dopico, Mª de las Nieves Pedreira Souto, Ana Belén Porto Pazos, Marcos Gestal Pose, Daniel Rivero Cebrián
Application date 01/04/2007
Approval date 30/05/2007

Sistema Evolutivo Paralelo y Distribuido de Programación Genética

Type Software Registrado
Entity Universidade da Coruña (UDC)
Authors Marcos Gestal Pose, Miguel Varela Pérez, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra, Alberto Cancela Carollo, Mª de las Nieves Pedreira Souto, Enrique Fernández Blanco, Javier Pereira Loureiro
Application date 01/01/2006
Approval date 20/04/2006

New machine learning approaches for real-life human activity recognition using smartphone sensor-based data

Authors Daniel Garcia-Gonzalez, Daniel Rivero, Enrique Fernández Blanco, Miguel Rodríguez Luaces
Journal Knowledge-Based Systems Vol. 262
DOI https://doi.org/10.1016/j.knosys.2023.110260

Deep learning models for real-life human activity recognition from smartphone sensor data

Authors Daniel Garcia-Gonzalez, Rivero, D., Enrique Fernández-Blanco, Miguel Rodríguez Luaces
Journal Internet of Things Vol. 24
DOI https://doi.org/10.1016/j.iot.2023.100925

Convolutional neural networks for sleep stage scoring on a two-channel EEG signal - IF:3.050 (Q2)

Authors Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra
Journal Soft Computing Vol. 24 (pages 4067 to 4079)
DOI https://doi.org/10.1007/s00500-019-04174-1

Population Subset Selection for the Use of a Validation Dataset for Overfitting Control in Genetic Programming (Q3 - JCR: 2.039)

Authors Daniel Rivero Cebrián, Enrique Fernández Blanco, Carlos Fernández Lozano, Alejandro Pazos Sierra
Journal JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE Vol. 32 Num. 2 (pages 243 to 271)
DOI https://doi.org/10.1080/0952813x.2019.1647562

A Public Domain Dataset for Real-Life Human Activity Recognition Using Smartphone Sensors

Authors Daniel Garcia-Gonzalez, Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Miguel R. Luaces
Journal Sensors Vol. 20 Num. 8 (pages 1 to 14)
DOI https://doi.org/10.3390/s20082200

Automatic assessment of Alzheimer's disease diagnosis based on deep learning techniques - IF: 3.434 (Q1)

Authors Alejandro Puente-Castro, Enrique Fernandez-Blanco, Alejandro Pazos Sierra, C. R. Munteanu
Journal COMPUTERS IN BIOLOGY AND MEDICINE Vol. 120 Num. 103764 (pages 1 to 7)
DOI https://doi.org/10.1016/j.compbiomed.2020.103764

Classical Music Prediction and Composition by Means of Variational Autoencoders - IF: 2.474 (Q2)

Authors Daniel Rivero Cebrián, Ivan Ramírez-Morales, Enrique Fernandez-Blanco, Norberto Ezquerra  , Alejandro Pazos Sierra
Journal Applied Sciences Vol. 10 Num. 9 (pages 1 to 14)
DOI https://doi.org/10.3390/app10093053

Application of Artificial Neural Networks for the Monitoring of Episodes of High Toxicity by DSP in Mussel Production Areas in Galicia

Authors Andrés Molares, Enrique Fernandez-Blanco, Daniel Rivero Cebrián
Journal Proceedings Vol. 54 Num. 1
DOI https://doi.org/10.3390/proceedings2020054012

EEG signal processing with separable convolutional neural network for automatic scoring of sleeping stage - IF: 4.438 (Q1)

Authors Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra
Journal Neurocomputing Vol. 410 (pages 220 to 228)
DOI https://doi.org/10.1016/j.neucom.2020.05.085

System for Automatic Assessment of Alzheimer's Disease Diagnosis Based on Deep Learning Techniques

Authors Alejandro Puente-Castro, C. R. Munteanu, Enrique Fernández Blanco
Journal Proceedings Vol. 21 Num. 28
DOI https://doi.org/10.3390/proceedings2019021028

Estimation of the Alcoholic Degree in Beers through Near Infrared Spectrometry Using Machine Learning

Authors Brais Galdo, Daniel Rivero Cebrián, Enrique Fernández Blanco
Journal Proceedings Vol. 21 Num. 1 (pages 48 to 48)
DOI https://doi.org/10.3390/proceedings2019021048

Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques - IF: 2.201 (Q1)

Authors Julian Coronel-Reyes, Ivan Ramírez-Morales, Enrique Fernández Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra
Journal COMPUTERS AND ELECTRONICS IN AGRICULTURE Num. 148 (pages 1 to 10)
DOI https://doi.org/10.1016/j.compag.2017.12.030

Automated early detection of drops in commercial egg production using neural networks - IF: 0.884 (Q2)

Authors Ivan Ramírez-Morales, Enrique Fernández Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra
Journal BRITISH POULTRY SCIENCE (pages 1 to 9)
DOI https://doi.org/10.1080/00071668.2017.1379051

Early warning in egg production curves from commercial hens: A SVM approach - IF: 2.201 (Q1)

Authors Ivan Ramírez-Morales, Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Alejandro Pazos Sierra
Journal COMPUTERS AND ELECTRONICS IN AGRICULTURE Vol. 121 (pages 169 to 179)
DOI https://doi.org/10.1016/j.compag.2015.12.009

Optimization of NIR calibration models for multiple processes in the sugar industry - IF:2.303 (Q1)

Authors Ivan Ramírez-Morales, Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Alejandro Pazos Sierra
Journal CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS Vol. 159 (pages 45 to 57)
DOI https://doi.org/10.1016/j.chemolab.2016.10.003

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

Classification of signaling proteins based on molecular star graph descriptors using machine-learning models - IF: 2.049 (Q1)

Authors Carlos Fernández Lozano, Ruben F. Cuiña, José Antonio Seoane Fernández, Enrique Fernandez-Blanco, Julián Dorado de la Calle, Cristian R. Munteanu
Journal JOURNAL OF THEORETICAL BIOLOGY Vol. 384 (pages 50 to 58)
DOI https://doi.org/10.1016/j.jtbi.2015.07.038

Prediction of Nucleotide Binding Peptides using Star Graph Topological Indices - IF: 1.570 (Q2)

Authors Yong Liu, Cristian R. Munteanu, Enrique Fernandez-Blanco, Zhiliang Tan, Antonino Santos Del Riego, Alejandro Pazos Sierra
Journal MOLECULAR INFORMATICS Vol. 34 Num. 11-12 (pages 736 to 741)
DOI https://doi.org/10.1002/minf.201500064

Example-Based Learning: Development of Business Applications with .NET Technologies

Authors Marcos Gestal, José Manuel Vázquez-Naya, Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra
Journal RIDU - Revista Digital de Investigación en Docencia Universitaria. (Revista indexada en LatIndex) Vol. 9 Num. 1 (pages 77 to 99)

A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications - IF: 0.770 (Q4)

Authors Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Marcos Gestal, Carlos Fernández Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julián Dorado
Journal CURRENT BIOINFORMATICS Vol. 10 Num. 5 (pages 672 to 691)
DOI https://doi.org/10.2174/1574893610666151008012923

Aprendizaje basado en ejemplos: Desarrollo de aplicaciones empresariales con tecnologías.NET

Authors Marcos Gestal, José M. Vázquez Naya, Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra
Journal RIDU - Revista Digital de Investigación en Docencia Universitaria. (Revista indexada en LatIndex) Vol. 9 Num. 1 (pages 77 to 100)

Improving Enzyme Regulatory Protein Classification by means of SVM-RFE Feature Selection - IF: 3.183 (Q2)

Authors Carlos Fernández Lozano, Enrique Fernández Blanco, Kirtan Dave, Mª de las Nieves Pedreira Souto, Marcos Gestal, Julián Dorado de la Calle, Cristian Robert Munteanu
Journal MOLECULAR BIOSYSTEMS Vol. 10 (pages 1063 to 1071)

Random Forest Classification Based On Star Graph Topological Indices For Antioxidant Proteins. Journal Of Theoretical Biology IF: 2.303 (Q1)

Authors Enrique Fernández Blanco, Vanessa Aguiar Pulido, Cristian Robert Munteanu, Julián Dorado de la Calle
Journal JOURNAL OF THEORETICAL BIOLOGY Vol. 317 (pages 331 to 337)
DOI https://doi.org/10.1016/j.jtbi.2012.10.006

Classification of signals by means of Genetic Programming. IF: 1.304 (Q2)

Authors Enrique Fernández Blanco, Daniel Rivero Cebrián, Marcos Gestal Pose, Julián Dorado de la Calle
Journal Soft Computing Vol. 17 Num. 10 (pages 1929 to 1937)
DOI https://doi.org/10.1007/s00500-013-1036-4

Using Genetic Algorithms for Automatic Recurrent ANN Development : An Application to EEG Signal Classification

Authors Daniel Rivero Cebrián, Vanessa Aguiar Pulido, Enrique Fernández Blanco, Marcos Gestal
Journal International Journal of Datamining, Modelling and Management Vol. 5 (pages 182 to 191)
DOI https://doi.org/10.1504/ijdmmm.2013.053695

Naïve Bayes QSDR classification based on spiral-graph Shannon entropies for protein biomarkers in human colon cancer. IF: 3.35 (Q2)

Authors Vanessa Aguiar Pulido, Cristian Robert Munteanu, José Antonio Seoane Fernández, Enrique Fernández Blanco, Lazaro Perez-Montoto, Humberto González Díaz, Julián Dorado de la Calle
Journal MOLECULAR BIOSYSTEMS Vol. 8 Num. 6 (pages 1716 to 1722)

Automatic Seizure Detection Based on Star Graph Topological Indices. IF: 2.114 (Q3)

Authors Enrique Fernández Blanco, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra, C. Munteanu
Journal Journal of Neuroscience Methods Vol. 209 Num. 2 (pages 410 to 419)
DOI https://doi.org/10.1016/j.jneumeth.2012.07.004

Artificial Cells for information Processing; Iris Classification

Authors Enrique Fernández Blanco, Julián Dorado de la Calle, José Andrés Serantes Villadóniga, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 1 Num. 5777 (pages 44 to 52)
DOI https://doi.org/10.1007/978-3-642-21283-3_6

Drug Discovery and Design for Complex Diseases through QSAR Computational Methods. IF: 4.77 (Q1)

Authors Cristian Robert Munteanu, Enrique Fernández Blanco, José Antonio Seoane Fernández, Pilar Izquierdo Novo, José Ángel Rodríguez Fernández, José María Prieto González, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra
Journal Current Pharmaceutical Design Vol. 16 (pages 2640 to 2655)
DOI https://doi.org/10.2174/138161210792389252

A Genetic Algorithm for ANN Desing, Training and Simplification

Authors Daniel Rivero Cebrián, Julián Dorado de la Calle, Enrique Fernández Blanco, Alejandro Pazos Sierra
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5517 (pages 391 to 398)

A Computational Morphogenesis Approach to Simple Structure Development

Authors Enrique Fernández Blanco, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Marcos Gestal, Mª de las Nieves Pedreira Souto
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4648 (pages 825 to 834)

A New Evolutionary Computation Technique for 2D Morphogenesis and Information Processing

Authors Enrique Fernández Blanco, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Marcos Gestal, Mª de las Nieves Pedreira Souto
Journal WSEAS Transactions on Information Science & Applications Vol. 4 Num. 3 (pages 600 to 607)

Generating shapes and processing information with an artificial cell

Authors Enrique Fernández Blanco, Julián Dorado de la Calle
Publishing Lambert Academic Publishing, Saarbrücken (Alemania)
ISBN 978-3-8383-5928-1

Tecnologías de la Información y las Comunicaciones en la Ingeniería Civil

Editors Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Enrique Fernández Blanco, Óscar Ibáñez Panizo
Publishing Fundación Alfredo Brañas, Santiago de Compostela (España)
ISBN 84-934497-7-6

Artificial Cell Model used for Information Processing

Authors Enrique Fernández Blanco. José Andrés Serantes Villadóniga. Mª de las Nieves Pedreira Souto. Julián Dorado de la Calle
Book Soft Computing Methods for Practical Environment Solutions: Techniques and Studies
Vol. - Publishing: IGI Global.
ISBN: 978-1-61520-893-7
Pages From 12 to 29

QSPR models for cerebral cortex co-activation networks

Authors Humberto González Díaz. Santiago Vilar. Daniel Rivero Cebrián. Enrique Fernández Blanco. Ana Belen Porto Pazos. Cristian R. Munteanu
Book Topological Indices for Medicinal Chemistry, Biology, Parasitology, Neurological and Social Networks
Vol. - Publishing: Transworld Research Network.
ISBN: 978-81-7895-489-9
Pages From 179 to 189

Redes de Neuronas Artificiales y Computación Evolutiva

Authors Marcos Gestal. Julián Dorado de la Calle. Enrique Fernández Blanco
Book Tecnologías de la Información y las Comunicaciones en la Ingeniería Civil
Vol. - Publishing: Fundación Alfredo Brañas.
ISBN: 84-934497-7-6
Pages From 41 to 64

Artificial cell systems based in Gene Expression Protein effects

Authors Enrique Fernández Blanco. Julián Dorado de la Calle. Mª de las Nieves Pedreira Souto
Book Advancing Artificial Intelligence Through Biological Process Applications
Vol. - Publishing: Medical Information Science Reference-ISR.
ISBN: 978-1-59904-996-0
Pages From 146 to 164

2D-Page Analysis Using Evolutionary Computation

Authors Pablo Mesejo Santiago. Enrique Fernández Blanco. Diego Martínez Feijoo. Francisco J. Blanco García
Book Encyclopedia of Artificial Intelligence
Vol. - Publishing: IGI Global.
ISBN: 978-1-59904-849-9
Pages From 1583 to 1588

Computer Morphogenesis in Self-Organizing Structures

Authors Enrique Fernández Blanco. Julián Dorado de la Calle
Book Encyclopedia of Artificial Intelligence
Vol. - Publishing: IGI Global.
ISBN: 978-1-59904-849-9
Pages From 377 to 382

Gene Regulation Network Use for Information Processing

Authors Enrique Fernández Blanco. José Andrés Serantes Villadóniga
Book Encyclopedia of Artificial Intelligence
Vol. - Publishing: IGI Global.
ISBN: 978-1-59904-849-9
Pages From 744 to 747

Human activity recognition: new approaches based on machine learning and deep learning

Autor Daniel García González
Director/s Enrique Fernández Blanco; Miguel Ángel Rodríguez Luaces
Scope Facultad de Informática
Qualification Sobresaliente Cum Laude

Artificial Intelligence techniques applied to the remote-controlled aircraft sector

Autor Alejandro Puente Castro
Director/s Enrique Fernández Blanco; Daniel Rivero Cebrián
Scope Facultad de Informática
Qualification Sobresaliente Cum Laude

Estudio de aplicabilidad de técnicas de inteligencia artificial en el sector agropecuario

Autor Iván Eduardo Ramirez Morales
Director/s Enrique Fernández Blanco; Daniel Rivero Cebrián
Scope Facultad de Informática
Qualification Sobresaliente Cum Laude

Nuevas líneas de análisis de señales biomédicas
IV Workshop Internacional en Imagen Médica Captura e integración de Datos Clínicos 2016
International

Authors Daniel Rivero Cebrián, Enrique Fernández-Blanco
Place Coruña, A (España)

Classification of Two-Channel Signal by Means of Genetic Programming. CORE A
Genetic and Evolutionary Computation Conference (GECCO)
International

Authors Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Julián Dorado de la Calle, Alejandro Pazos Sierra
Organization ACM
Place Madrid (España)

La docencia de entornos inmersivos, interactivos y de entretenimiento en el Grado en Ingeniería Informática
IV Congreso Internacional de Docencia Universitaria
International

Authors Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Marcos Gestal, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra
Organization Universidade de Vigo
Place Vigo (España)

Open Drone Simulator
Workshop Polo aeronáutico de Galicia: Oportunidades Profesionales para Ingenieros Informáticos
Autonomous

Authors Enrique Fernandez-Blanco
Place Coruña, A (España)

Un ADN artificial simplificado como método de clasificación
VIII Congreso Español sobre metaheurísticas, algoritmos evolutivos y bioinspirados
National

Authors Enrique Fernández Blanco, Vanessa Aguiar Pulido, Alba Cabarcos Bermudez, Alejandro Pazos Sierra
Organization Universidad de Castilla-La Mancha
Place Albacete (España)

Segmentación para el reconocimiento facial en Ecografías 3D
II Workshop Internacional en imagen medica y nuevas tecnologías
International

Authors Enrique Fernandez-Blanco
Place Coruña, A (España)

Using Recurrent ANNs for the detection of epileptic seizures in EEG signals. CORE B
IEEE Congress on Evolutionary Computation
International

Authors Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Julián Dorado de la Calle, Alejandro Pazos Sierra
Organization IEEE Computational Intelligence Society
Place New Orleans (Estados Unidos)

A New Signal Classification technique by means of genetic algorithms and KNN. CORE B
IEEE Congress on Evolutionary Computation
International

Authors Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Julián Dorado de la Calle, Alejandro Pazos Sierra
Organization IEEE Computational Intelligence Society
Place New Orleans (Estados Unidos)

Proteomatch: Nuevas perspectivos de an6/isis usando computación evolutiva
Workshop Internacional en IMAGEN MÉDICA
National

Authors Enrique Fernandez-Blanco
Place Coruña, A (España)

Two-Population Genetic Algorithm: an Approach to Improve the Population Diversity
International Conference on Agents and Artificial Intelligence. CORE C
National

Authors Marcos Gestal, Daniel Rivero Cebrián, Enrique Fernández Blanco, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle
Place Valencia (España)

Artificial Morphogenesis: Model and Applications
IV Jornadas Internacionales de Divulgación de la Actividad Investigadora
International

Authors Enrique Fernandez-Blanco
Place Coruña, A (España)

Modelo teórico de embriogénesis artificial
III Jornadas Internacionales de divulgación de la Actividad Investigadora: Actividades de Investigación del grupo RNASA-IMEDIR
International

Authors Julián Dorado, Enrique Fernandez-Blanco
Organization Laboratorio RNASA-IMEDIR
Place Coruña, A (España)

2D-PAGE image analysis using evolutionary computation
8th Spanish Symposium on Bioinformatics and Computational Biology
National

Authors Pablo Mesejo Santiago, Enrique Fernandez-Blanco, José Antonio Seoane Fernández, Cristina Ruiz Romero, Julián Dorado de la Calle, Francisco J. Blanco García
Place Valencia (España)

Sistema celular artificial para morfogénesis estructural
V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'07)
National

Authors Enrique Fernández Blanco, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Marcos Gestal
Organization Universidad de La Laguna
Place Puerto de la Cruz (España)

Proyecto ZEBRA. Sistema celular artificial para procesado de información y crecimiento de Estructuras
Encuentro de Investigadores. II Jornadas internacionales de divulgación de la actividad investigadora en BIOTIC
International

Authors José Andrés Serantes Villadóniga, Enrique Fernandez-Blanco
Place Coruña, A (España)

Computational morphogenesis applied to 2D structures generation
5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics (CIMMACS'06)
International

Authors Enrique Fernández Blanco, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Marcos Gestal, Mª de las Nieves Pedreira Souto
Place Venecia (Italia)

Positions

Academic or management positions held by teacher.

Coordinadores/as Másteres Facultad de Informática

Enxeñaría Informática

From 01/10/2023.

Consejo de gobierno

Miembros elegidos por el Claustro

From 01/09/2023.

Claustro

Profesorado doctor con vinculación permanente

From 15/03/2023.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Coordinadores/as Másteres Facultad de Informática

Enxeñaría Informática

From 16/03/2023 to 30/09/2023.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 10/03/2021 to 14/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)