Antropología Forense guiada por Inteligencia Artificial (AFIA). (Proxecto 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 |
| 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 two recognized five-year periods spanning from 2008 to 2023. 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.
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 |
|---|---|---|---|
| Advanced Models of Machine Learning I | Optional | 0 | 31.5 |
| Computer Graphics and Visualization | Optional | 0 | 10.5 |
| Entrepreneurship and Self-Employment | Compulsory | 0 | 8 |
| Final Year Dissertation | Compulsory | 0 | 4 |
| Final Year Dissertation. Mention in Computer Engineering | Compulsory | 0 | 0.5 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 8.5 |
| Final Year Dissertation. Mention in Information Systems | Compulsory | 0 | 1.5 |
| Final Year Dissertation. Mention in Information Technology | Compulsory | 0 | 1.5 |
| Final Year Dissertation. Mention in Software Engineering | Compulsory | 0 | 2.5 |
| Fundamentals of Machine Learning | Compulsory | 0 | 45 |
| Immersive, Interactive and Entertainment Systems | Optional | 0 | 71 |
| Intelligent Systems | Compulsory | 0 | 15 |
| Machine Learning I | Compulsory | 0 | 31.5 |
| Machine Learning II | Optional | 0 | 10.5 |
| Master's Dissertation | Compulsory | 0 | 15 |
| Work Placement | Optional | 0 | 0 |
| Work Placement | Optional | 0 | 5 |
| Work Placement | Compulsory | 0 | 0 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Computer Science Preliminaries
Degree in Computer Engineering
|
Core | 0 | 15 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 13.5 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 2.5 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 6.5 |
|
Fundamentals of Machine Learning
Degree in Artificial Intelligence
|
Compulsory | 0 | 45 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 0 | 112 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 30 |
|
Machine Learning I
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 21 |
|
Machine Learning III
Degree in Data Science and Engineering
|
Compulsory | 0 | 24 |
|
Machine Learning II
Master's Degree in Artificial Intelligence
|
Optional | 0 | 10.5 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 3.5 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 0 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Computer Graphics
Degree in Digital Creation, Animation and Video Games
|
Core | 0 | 10 |
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 0 | 31.5 |
|
Computer Science Preliminaries
Degree in Computer Engineering
|
Core | 0 | 45 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 0 | 34 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 30 |
|
Machine Learning I
Master's Degree in Artificial Intelligence
|
Compulsory | 0 | 10.5 |
|
Machine Learning III
Degree in Data Science and Engineering
|
Compulsory | 0 | 24 |
|
Machine Learning II
Master's Degree in Artificial Intelligence
|
Optional | 0 | 10.5 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 5 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Artificial Intelligence
Master´s Degree in Designs, Development and Marketing of Videogames
|
Optional | 0 | 10 |
|
Computer Graphics
Degree in Digital Creation, Animation and Video Games
|
Core | 0 | 10 |
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 0 | 45 |
|
Computer Science Preliminaries
Degree in Computer Engineering
|
Core | 0 | 27 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 24 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 0 | 60.5 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 9 |
|
Machine Learning III
Degree in Data Science and Engineering
|
Compulsory | 0 | 24 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 10 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Artificial Intelligence
Master´s Degree in Designs, Development and Marketing of Videogames
|
Optional | 0 | 10 |
|
Computer Graphics
Degree in Digital Creation, Animation and Video Games
|
Core | 0 | 30 |
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 0 | 42 |
|
Computer Science Preliminaries
Degree in Computer Engineering
|
Core | 0 | 29.25 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 12 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 0 | 111 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 13 |
|
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 0 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Artificial Intelligence
Master´s Degree in Designs, Development and Marketing of Videogames
|
Optional | 0 | 12 |
|
Computer Graphics
Degree in Digital Creation, Animation and Video Games
|
Core | 0 | 30 |
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 0 | 42 |
|
Computer Science Preliminaries
Degree in Computer Engineering
|
Core | 0 | 28.5 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 0 | 48 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 0 | 12 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 13 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 0 |
|
Work Placement
Degree in Computer Engineering
|
Optional | 0 | 5 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Monday
10:00 a 12:00 |
AC D1.15 - Teams |
| 1st quarter |
Wednesday
11:00 a 13:00 |
AC D1.15 - Teams |
| 1st quarter |
Thursday
16:00 a 18:00 |
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
16:30 a 18:30 |
AC D1.15 - Teams |
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 |
| Curae: for a safe aging |
| Development of a Deep Learning based tool to assist old image colorization |
| Library to support the development of general approaches on reinforment learning |
| System for advising on preventive lock-downs in the Vigo estuary due to lipophilic biotoxins |
| Web application for the generation, management and analysis of 3D models from UAV |
| Dynamic sky simulation system with realistic position of the celestial bodies in Unity3D |
| Unity3D Engine Adjustable Urban Generator Module |
| A library development to support the research and comparison of population-based search techniques. |
| Urbunity: a generator system of 3D urban environments |
| 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 |
Select merit type and year to query research merits.
Antropología Forense guiada por Inteligencia Artificial (AFIA). (Proxecto 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, 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, 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, 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, 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 |
| 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) |
Academic or management positions held by teacher.