| 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 | Computación Evolutiva; Redes de Neuronas Artificiales; Selección de variables |
| Teaching merits evaluation | 3 five years period(s) |
| Research merits evaluation | 3 six years period(s) |
| Contacto | UDC directory |
| Orcid id0000-0002-4371-8632 ResearcherIDC-4491-2010 Scopus6507970737 | |
Marcos Gestal, MS (2001) and PHD (2009) in Computer Science, was born in A Coruña, Spain, in 1977.
Now, I'm assistant professor in the Computer Science Faculty (University of A Coruña) and member of the research laboratory Artificial Neural Networks and Adaptative Systems (RNASA-IMEDIR Group)
My actual research interests are focused on evolutionary computation (mainly genetic algorithms), artificial neural networks and their interaction to perform feature selection. I have participated in several research projects, published papers in many international journals and edited and wrote his own books.ç
More about me at: http://work.marcosgestal.com
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 |
|---|---|---|---|
| Development Frameworks | Optional | 0 | 78 |
| Final Year Dissertation. Mention in Computer Engineering | Compulsory | 0 | 1.5 |
| Final Year Dissertation. Mention in Information Technology | Compulsory | 0 | 8 |
| Final Year Dissertation. Mention in Software Engineering | Compulsory | 0 | 39 |
| Information Security | Compulsory | 0 | 21 |
| Information Technology for the Treatment and Management of Information | Core | 0 | 17.5 |
| Master`s Dissertation | Compulsory | 0 | 10 |
| Master's Dissertation | Compulsory | 0 | 6.5 |
| Master's Dissertation | Compulsory | 0 | 3 |
| Museums and New Technologies | Optional | 0 | 5 |
| Quality, Information Security and Computing Audit | Compulsory | 0 | 3 |
| Technologies Applied to Heritage | Compulsory | 0 | 8 |
| Work Placement | Compulsory | 0 | 2.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Development Frameworks
Degree in Computer Engineering
|
Optional | 0 | 84 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 20 |
|
Information Security
Master in Cibersecurity
|
Compulsory | 0 | 21 |
|
Information Technology for the Treatment and Management of Information
Degree on Digital Management of Information and Documents
|
Core | 0 | 17.5 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 6.5 |
|
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
|
Optional | 0 | 11 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 3 |
|
Technologies Applied to Heritage
Master's Degree in Digital Cultural Heritage
|
Compulsory | 0 | 8 |
|
Work Placement
Master in Cibersecurity
|
Compulsory | 0 | 2.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Development Frameworks
Degree in Computer Engineering
|
Optional | 0 | 84 |
|
Final Year Dissertation
Degree in Information and Library Science
|
Compulsory | 0 | 1.5 |
|
Final Year Dissertation. Mention in Computer Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 1 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 7.5 |
|
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 |
|
Information Security
Master in Cibersecurity
|
Compulsory | 0 | 21 |
|
Information Technology for the Treatment and Management of Information
Degree on Digital Management of Information and Documents
|
Core | 0 | 17.5 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 4 |
|
Master's Dissertation
Master in Cibersecurity
|
Compulsory | 0 | 5 |
|
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
|
Optional | 0 | 11 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 3 |
|
Technologies Applied to Heritage
Master's Degree in Digital Cultural Heritage
|
Compulsory | 0 | 8 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Cybersecurity
Degree on Digital Management of Information and Documents
|
Optional | 0 | 3 |
|
Development Frameworks
Degree in Computer Engineering
|
Optional | 0 | 85 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 12 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 48 |
|
Information Retrieval
Degree on Digital Management of Information and Documents
|
Optional | 0 | 0 |
|
Information Security
Master in Cibersecurity
|
Compulsory | 0 | 21 |
|
Information Technology for the Treatment and Management of Information
Degree on Digital Management of Information and Documents
|
Core | 0 | 17.5 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 10 |
|
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
|
Optional | 0 | 17 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 3 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Archives, Libraries and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
|
Optional | 0 | 10 |
|
Development Frameworks
Degree in Computer Engineering
|
Optional | 0 | 98 |
|
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 | 4 |
|
Information Retrieval
Degree on Digital Management of Information and Documents
|
Optional | 0 | 10.5 |
|
Information Security
Master in Cibersecurity
|
Compulsory | 0 | 21 |
|
Information Technology for the Treatment and Management of Information
Degree on Digital Management of Information and Documents
|
Core | 0 | 21 |
|
Master's Dissertation
Master's in Computer Engineering
|
Compulsory | 0 | 10 |
|
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
|
Optional | 0 | 11 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 9 |
|
Retrieval and Evaluation of Electronic Information
Degree in Information and Library Science
|
Optional | 0 | 16.5 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Archives, Libraries and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
|
Optional | 0 | 10 |
|
Development Frameworks
Degree in Computer Engineering
|
Optional | 0 | 84 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
|
Information Security
Master in Cibersecurity
|
Compulsory | 0 | 21 |
|
Information Technology for the Treatment and Management of Information
Degree on Digital Management of Information and Documents
|
Core | 0 | 37 |
|
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
|
Optional | 0 | 11 |
|
Quality, Information Security and Computing Audit
Master's in Computer Engineering
|
Compulsory | 0 | 9 |
|
Retrieval and Evaluation of Electronic Information
Degree in Information and Library Science
|
Optional | 0 | 21 |
Defined tutoring by teacher for 2025/2026 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Monday
12:30 a 14:00 |
TEAMS |
| 1st quarter |
Wednesday
10:00 a 13:00 |
TEAMS |
| 2nd quarter |
Monday
15:30 a 18:30 |
TEAMS // Despacho 3.06 |
| 2nd quarter |
Thursday
10:00 a 12:00 |
TEAMS // Despacho 3.06 |
| 2nd quarter |
Thursday
15:30 a 18:30 |
TEAMS // Despacho 3.06 |
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Thursday
10:00 a 14:00 |
Despacho 12 - HUM |
| 2nd quarter |
Tuesday
12:30 a 14:00 |
Despacho 12 - HUM |
Directed or codirected by current teacher since 2013 year.
| Development of a Scalable Multiplatform Application and Complementary Analytics Platform for Collection and Analysis of Usage Data |
| Development of a website for creating and solving sudokus using c |
| Optimization of two processes in Wind Farms through SCADA Migration for Energy Management. |
| System for the generation and execution of online tests |
| Web application to manage books |
| Web simulator for the management of battery charging and discharging and optimization of electricity consumption. |
| Development of an Evidence Support System for Medical Residents |
| Digital image classification and labeling through a web app |
| System of monitoring, prediction and control of positioning in Google |
| Warehouse management tools for transporting products with a crane |
| Web application for monitoring e-commerce items |
| Analysis, design and implementation of a tool for the implementation of evaluation rubrics |
| Development of deep neural networks for image processing |
| System for participatory medicine and the promotion of health in the elderly population |
| Web application for calculation and identification of drug-induced valvular damage in histological section image |
| Web tool for search and manage tissue collection of Colorectal Cancer samples for the Coruña-Ferrol Biobank |
| Environmental monitoring device management system |
| TicketCode: Buying and selling of tickets and access control |
| Biomedical sensors against sedentary lifestyle |
| Creation and publishing cadastral survey information system in the Republic of El Salvador. |
| Datasets automated analysis using Machine Learning techniques |
| Development of a web apllication to search for concerts, festivals or any other musical event |
| Humanizing archival information using LODREFINE |
| Mobile Application to find opponents on sports activities |
| Web application to manage processes on Data Center with NQS |
| Development of a Document Management System for a corporate system |
| Development of a tool for the storage and display of data from biometric sensors |
| Electronic program guide management system |
| Mobile application for the agent of matallic systems enterprises, for the accomplishment of budgets instantly |
| Design and Implementation of web tool to media management |
Select merit type and year to query research merits.
"Asesoramiento para una integración inteligente de sistemas médicos PACSRIS con sistemas avanzados de nube, para acceso de pacientes y médicos referentes". Contrato Art. 83 para
| Funding entity | M3M Global, S.L. |
| Main researches | Julián Alfonso Dorado De La Calle |
| Type | Contrato |
| Dates | From 02/04/2025 to 31/07/2025 |
ASESORAMIENTO EN LA APLICACIÓN DE TÉCNICAS DE VISUALIZACIÓN DE ALTA CALIDAD PARA IMAGEN MÉDICA EN DISPOSITIVOS DE ALTA RESOLUCIÓN GRÁFICA
| Funding entity | M3M Europa S.L. |
| Main researches | Julián Dorado de la Calle |
| Type | Contrato |
| Dates | From 10/02/2023 to 31/07/2023 |
SISTEMA INTELIGENTE DE PREDICCIÓN DE CAPACIDAD DE GENERACIÓN DE ENERGÍA - Contrato al amparo de la subvención para la ejecución de un Plan de Innovación bajo la convocatoria del Programa INNOVAPEME 2023 de la Agencia Galega de Innovación GAIN, recibida por la empresa APLICACIONES Y RESOLUCIONES AVANZADAS EN ELECTRONICA, S.L. con número de expediente 011_IN848D_IP23_2023_2264665
| Funding entity | APLICACIONES Y RESOLUCIONES AVANZADAS EN ELECTRÓNICA S.L |
| Main researches | Marcos Gestal y Julián Alfonso Dorado De La Calle |
| Type | Contrato |
| Dates | From 01/12/2023 to 30/09/2024 |
SISTEMA INTELIGENTE DE PREDICCIÓN DE CAPACIDAD DE GENERACIÓN DE ENERGÍA - Contrato al amparo de la subvención para la ejecución de un Plan de Innovación bajo la convocatoria del Programa INNOVAPEME 2023 de la Agencia Galega de Innovación GAIN, recibida por la empresa APLICACIONES Y RESOLUCIONES AVANZADAS EN ELECTRONICA, S.L. con número de expediente 011_IN848D_IP23_2023_2264665
| Funding entity | APLICACIONES Y RESOLUCIONES AVANZADAS EN ELECTRÓNICA S.L |
| Main researches | Marcos Gestal y Julián Alfonso Dorado De La Calle |
| Type | Contrato |
| Dates | From 21/12/2023 to 30/09/2024 |
Asesoramiento en la aplicación de Técnicas de Optimización de Visualización de Imagen Médica
| Funding entity | M3M Global S.L. |
| Main researches | Julián Dorado de la Calle |
| Type | Contrato |
| Dates | From 10/01/2022 to 31/07/2022 |
ASESORAMENTO EN DESARROLLO DE APLICACIONES EN LA NUBE PARA LA GESTIÓN DE EPIS
| Funding entity | Extel Facilities SLU |
| Main researches | Julián Dorado // Marcos Gestal |
| Type | Contrato |
| Dates | From 01/04/2022 to 01/09/2022 |
Planificación inteligente del transporte público mediante la explotación de series temporales de datos masivos geolocalizados
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Alfonso Orro Arcay (IP1) / Margarita Novales Ordax (IP2) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2022 to 31/08/2025 |
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 |
REALIZACIÓN DE INFORME SOBRE INDICADORES EN PROYECTO DE INVESTIGACIÓN
| Funding entity | AMSLAB+TORUS+SKS |
| Main researches | Alejandro Pazos / Marcos Gestal / Juan Ramón Rabuñal |
| Type | Contrato |
| Dates | From 15/12/2022 to 15/02/2023 |
Adenda 2 de "Mantenimiento de modelos quimiométricos usados para el control de calidad en coquización retardada"
| Funding entity | REPSOL (RTL) |
| Type | Contrato |
| Dates | From 13/12/2022 to 13/12/2023 |
Programa de Ciencias Marinas en Galicia - Mejora de la gestión de los embalses y realización de la estimación del acierto en el cálculo de la descarga de los embalses.
| Funding entity | CONSELLERÍA DO MAR - XUNTA DE GALICIA |
| Main researches | Javier Cremades Ugarte / Juan Rabuñal Dopico |
| Type | Proyecto UE |
| Dates | From 01/01/2022 to 31/12/2025 |
Asesoramiento o Asistencia Técnica sobre investigación y desarrollo para Inteligencia Artificial y Computación en la Nube
| Funding entity | M3M Global S.L. |
| Main researches | Julián Dorado de la Calle |
| Type | Contrato |
| Dates | From 22/02/2021 to 31/07/2021 |
Herramientas predictivas para la toma de decisiones en la gestión portuaria basadas en Machine Learning. Inclusión de criterios de permanencia en atraque, onda larga y rebase
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Peña González, Enrique- Rabuñal Dopico, Juan Ramón |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2021 to 31/08/2024 |
Adenda 1 de "Mantenimiento de modelos quimiométricos usados para el control de calidad en coquización retardada"
| Funding entity | REPSOL (RTL) |
| Type | Contrato |
| Dates | From 13/12/2021 to 12/12/2022 |
DESARROLLO DE TECNOLOGÍA PARA EL SECADO DE PRODUCTOS FORESTALES AOAIRE
| Funding entity | ASIMOV EFFICIENCY, S.L |
| Main researches | Marcos Gestal & Julián Dorado |
| Type | Contrato |
| Dates | From 16/11/2020 to 31/12/2021 |
Adenda 2 de "Implantación en producción de modelos quimiométricos para el control de calidad en coquización retardada"
| Funding entity | REPSOL (RTL) |
| Type | Contrato |
| Dates | From 16/07/2020 to 17/11/2020 |
Mantenimiento de modelos quimiométricos usados para el control de calidad en coquización retardada
| Funding entity | REPSOL (RTL) |
| Type | Contrato |
| Dates | From 03/12/2020 to 03/12/2021 |
Asesoramiento en Realización y Presentación de Informe Pericial
| Funding entity | Next Limit, S.L. |
| Main researches | Marcos Gestal Pose |
| Type | Contrato |
| Dates | From 01/10/2020 to 30/09/2021 |
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 |
Adenda 1 de "Implantación en producción de modelos quimiométricos para el control de calidad en coquización retardada"
| Funding entity | REPSOL (RTL) |
| Main researches | José Manuel Andrade Garda |
| Type | Contrato |
| Dates | From 16/07/2019 to 16/07/2020 |
Asesoramiento en Realización y Presentación de Informe Pericial sobre desarrollo de software
| Funding entity | Mestrelab |
| Main researches | Julián Dorado de la Calle |
| Type | Contrato |
| Dates | From 23/03/2019 to 22/10/2019 |
Implantación en producción de modelos quimiométricos para el control de calidad en coquización retardada
| Funding entity | REPSOL (RTL) |
| Type | Contrato |
| Dates | From 15/07/2018 to 15/07/2019 |
Implantación de modelos quimiométricos aplicados al proceso de coquización retardada
| Funding entity | REPSOL (RTL) |
| Main researches | José Manuel Andrade Garda |
| Type | Contrato |
| Dates | From 15/03/2017 to 15/07/2018 |
ACORDO CONCRETO DE COLABORACIÓN ENTRE A ESCOLA DE ESPECIALIDADES ANTONIO DE ESCAÑO E A UDC PARA PROPORCIONARSE MUTUAMENTE CAPACIDADES DOCENTES
| Funding entity | MINISTERIO DE DEFENSA |
| Type | Contrato |
| Dates | From 01/01/2017 to 31/12/2020 |
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 |
Adaptación del software ARDEC-INTIC, de una Librería de AAGG de propósito general para la resolución de problemas y del motor de diseño asistido basado en Morfogénesis Genética aplicada sobre nubes de puntos desarrollados todos ellos por investigadores de la UDC, del grupo RNASA-IMEDIR, al sistema informático de la empresa CONSIGA PROJECTS S.L.
| Funding entity | CONSIGA PROJECTS S.L |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 30/12/2015 to 30/06/2016 |
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 |
Análisis de la eficiencia de las escalas de peces de hendidura vertical mediante técnicas mejoradas de visión artificial con inteligencia artificial
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Juan Ramón Rabuñal Dopico |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2013 to 31/03/2016 |
TOVIAS: Visualización, interacción y análisis topográfico
| Funding entity | Centro para el Desarrollo Tecnológico e Industrial (CDTI) |
| Main researches | Juan Ramón Rabuñal Dopico |
| Type | Contrato |
| Dates | From 14/03/2013 to 31/12/2015 |
Convenio de aplicación del convenio de cooperación entre el Ministerio de Defensa y la UDC para proporcionarse mutuamente capacidades docentes.
| Funding entity | Ministerio de Defensa |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 03/01/2013 to 03/01/2015 |
Contrato de Colaboración para el desarrollo del proyecto de investigación "Cloud computing para servicios inteligentes de atención al paciente en tiempo real" financiado por la Empresa Aldaba Servicios Profesionales, SL
| Funding entity | ALDABA SERVICIOS PROFESIONALES, S.L. |
| Main researches | Marcos Gestal Pose |
| Type | Contrato |
| Dates | From 23/03/2013 to 31/12/2014 |
Contarto de colaboracion de desarrollo del proyecto de investigacion SIGAIM financiado por la empresa COREMAIN SLU
| Funding entity | COREMAIN S.L.U. |
| Main researches | Jul¡an Dorado de la Calle |
| Type | Contrato |
| Dates | From 03/04/2013 to 31/12/2014 |
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 |
Estudio de Sistemas de control de apoyo para la corrección postural mediante técnicas y procedimientos de inteligencia artificial. TICE (Tiras de Control Ergonómico)
| Funding entity | CAMI, Incorporated |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 24/11/2011 to 24/12/2012 |
Acuerdo de colaboración entre Aldaba Servicios Profesionales S.L. y la Universidad de A Coruña en el marco del programa FEDER-INNTERCONECTA GALICIA
| Funding entity | ALDABA Servicios Profesionales, S.L. |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 09/12/2011 to 28/02/2015 |
Acuerdo de colaboración entre Sanatorio Quirúrgico Modelo, S.L. y la Universidad de A Coruña en el marco del programa FEDER-INNTERCONECTA GALICIA
| Funding entity | Sanatorio Quirúrgico Modelo, S.L. |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 13/12/2011 to 28/02/2015 |
Biomarcadores como guía para la terapia del cáncer individualizada
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | Julián Dorado De La Calle |
| Type | Proyecto Otros Programas |
| Dates | From 01/01/2010 to 31/12/2011 |
Convenio de colaboración entre el Ministerio de Defensa/Escuela Antonio Escaño y la UDC
| Funding entity | Ministerio de Defensa |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 29/09/2010 to 29/09/2012 |
CONVENIO PARA O DESENVOLVEMENTO DE PROXECTOS DE INVESTIGACIÓN PHR2.0: REXISTRO PERSOAL DE SAÚDE EN WEB 2.0 ENTRE A UDC, ALDABA SERVICIOS PROFESIONALES, S.L. E ALDABA SOLUCIONES Y PROYECTOS S.L.
| Funding entity | ALDABA SOLUCIONES Y PROYECTOS, S.L. |
| Type | Contrato |
| Dates | From 23/12/2009 to 31/12/2012 |
Visibilidade do sistema galego de I+D+i: deseño dun portal de acceso global ao coñecemento.
| Type | Proyecto Otros Programas |
| Dates | From 05/12/2009 to 04/12/2011 |
Red Iberoamericana de Tecnologías Convergentes NBIC en Salud (IBERO-NBIC)
| Funding entity | Programa Iberoamericano de Ciencia y Tecnologia para el desarrollo (CYTED) |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Otros Programas |
| Dates | From 01/01/2009 to 31/12/2012 |
PHR2.0: Registro Personal de Salud en web 2.0
| Funding entity | Ministerio de Industria, Turismo y Comercio |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/10/2009 to 30/09/2011 |
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 |
Avaliación da contaminación mariña por verteduras de hidrocarburos mediante técnicas quimiométricas baseadas en sistemas intelixentes adaptativos. Aplicación ao accidente do Prestige
| Funding entity | Dirección Xeral de Investigación, Desenvolvemento e Innovación |
| Main researches | José Manuel Andrade Garda |
| Type | Proyecto Programas Autonomicos |
| Dates | From 04/12/2007 to 04/12/2009 |
Redes de Neuronas Artificiais e Sistemas Adaptativos-Imaxe Médica e Diagnóstico Radiolóxico (RNASA-IMEDIR)
| Type | Proyecto Otros Programas |
| Dates | From 31/08/2007 to 15/11/2010 |
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 |
Rede galega de investigación sobre cancro colorrectal
| Funding entity | Xunta de Galicia |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Otros Programas |
| Dates | From 14/12/2006 to 13/12/2008 |
Herramienta para el cálculo de métricas en imagen de corte histológico para la identificación de posibles daños valvulares inducidos por fármacos - VALVCALC
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | Pazos, A., Dorado, J., M. Gestal, Cristian Robert Munteanu, Carlos Fernandez Lozano, Estefania Sande Castro, José Antonio Seoane Fernández, María Isabel Loza, José Manuel Brea Floriani, Norberto Ezquerra , Ainhoa Gutiérrez Nieto, Alvarellos, A. |
| Application date | 22/03/2017 |
Buscador ontologico inteligente para la recuperacion de informacion medica de fuentes heterogeneas.
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Gestal, Alba Cabarcos Bermudez, Daniel Rivero Cebrián, José Antonio Seoane Fernández, Dorado, L., Alejandro Pazos Sierra, Ana Belen Porto Pazos, Juan Ramón Rabuñal Dopico, Javier Pereira |
| Application date | 21/03/2012 |
Librería de AAGG de propósito general para la resolución de problemas
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Vanessa Aguiar Pulido, Carlos Fernández Lozano, José Antonio Seoane Fernández, Daniel Rivero Cebrián, Marcos Gestal, Javier Pereira, Dorado, L., Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Application date | 27/09/2011 |
A Novel Protocol Using Captive Portals for FIDO2 Network Authentication
| Authors | M. Rivera-Dourado, Marcos Gestal, Alejandro Pazos, Jose Vázquez-Naya |
| Journal | Applied Sciences Vol. 14 Num. 9 |
| DOI | https://doi.org/10.3390/app14093610 |
Machine Learning-Based Radon Monitoring System. IF: 4.229 (Q1).
| Authors | Diego Valcarce, Alberto Alvarellos, Juan Ramón Rabuñal, Julián Dorado, Marcos Gestal |
| Journal | Chemosensors Vol. 10 (pages 1 to 12) |
| DOI | https://doi.org/10.3390/chemosensors10070239 |
Prediction of anti-glioblastoma drug-decorated nanoparticle delivery systems using molecular descriptors and machine learning (Q1, IF: 5.923)
| Authors | C. R. Munteanu, Pablo Gutiérrez-Asorey, Manuel Blanes-Rodríguez, Ismael Hidalgo-Delgado, María de Jesús Blanco Liverio, Brais Castiñeiras Galdo, Porto-Pazos A. B., Marcos Gestal, Sonia Arrasate, Humbert González-Díaz |
| Journal | International Journal of Molecular Sciences Vol. 22 Num. 21 (pages 1 to 11) |
| DOI | https://doi.org/10.3390/ijms222111519 |
Developing a Secure Low-Cost Radon Monitoring System. IF: 3.576 (Q2)
| Authors | Alberto Alvarellos, M. Gestal, Julián Dorado, Juan R. Rabuñal |
| Journal | Sensors Vol. 20 Num. 3 (pages 1 to 19) |
| DOI | https://doi.org/10.3390/s20030752 |
Net-Net AutoML Selection of Artificial Neural Network Topology for Brain Connectome Prediction. IF: 2.679 (Q2)
| Authors | Enrique Barreiro, Cristian Robert Munteanu, M. Gestal, Juan R. Rabuñal, Alejandro Pazos Sierra, Humberto González Díaz, Dorado, L. |
| Journal | Applied Sciences Vol. 10 Num. 1308 (pages 1 to 13) |
| DOI | https://doi.org/10.3390/app10041308 |
Prediction of Antimalarial Drug-Decorated Nanoparticle Delivery Systems with Random Forest Models (IF=3.796, Q1)
| Authors | Diana V. Urista, Diego B. Carrué, Iago Otero, Arrasate, Sonia, Viviana Quevedo-Tumailli, Marcos Gestal, Humbert González-Díaz, C. R. Munteanu |
| Journal | Cancers (MDPI) Vol. 9 Num. 8 (pages 1 to 15) |
| DOI | https://doi.org/10.3390/biology9080198 |
Implementing a Web Application for W3C WebAuthn Protocol Testing
| Authors | M. Rivera, Marcos Gestal, Jose Vázquez-Naya |
| Journal | Proceedings Vol. 54 Num. 1 |
| DOI | https://doi.org/10.3390/proceedings2020054005 |
An application of Fish detection based on eye search with Artificial Vision and Artificial Neural Networks. IF:3.103 (Q2)
| Authors | Ángel José Rico Díaz, Juan Ramón Rabuñal Dopico, M. Gestal, Omar A. Mures, Puertas, J. |
| Journal | WATER Vol. 12 Num. 3013 (pages 1 to 20) |
| DOI | https://doi.org/10.3390/w12113013 |
Improvement of Epitope Prediction Using Peptide Sequence Descriptors and Machine Learning
| Authors | Cristian Munteanu, M. Gestal, Y.G. Martínez-Acevedo, Mª de las Nieves Pedreira Souto, Alejandro Pazos Sierra, Julián Dorado |
| Journal | International Journal of Molecular Sciences Vol. 20 Num. 18 (pages 1 to 10) |
| DOI | https://doi.org/10.3390/ijms20184362 |
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, Dorado, L., 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 |
Texture analysis in gel electrophoresis images using an integrative kernel-based approach. (Q1) IF: 5.578
| Authors | Carlos Fernández Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Alejandro Pazos Sierra, Colin Campbell, Julián Dorado |
| Journal | SCIENTIFIC REPORTS Vol. 6 Num. Art. 9256 (pages 1 to 13) |
A methodology for the design of experiments in computational intelligence with multiple regression models. IF: 2.183 (Q1)
| Authors | Carlos Fernandez Lozano, Marcos Gestal Pose, Cristian R. Munteanu, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | PEERJ Vol. 4:e2721 (pages 1 to 22) |
Texture classification using feature selection and kernel based techniques (IF: 1.304, Q2)
| Authors | Fernandez-Lozano, C., J. Seoane, Marcos Gestal, T. R. Gaunt, J. Dorado, C. Campbell |
| Journal | Soft Computing Vol. 19 Num. 9 (pages 2469 to 2480) |
| DOI | https://doi.org/10.1007/s00500-014-1573-5 |
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, Dorado, L., 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, Dorado, L., Alejandro Pazos Sierra |
| Journal | RIDU - Revista Digital de Investigación en Docencia Universitaria. (Revista indexada en LatIndex) Vol. 9 Num. 1 (pages 77 to 100) |
Markov Mean Properties for Cell Death-Related Protein Classification. IF: 2.303 (Q1)
| Authors | C. Fernández, M. Gestal, H. González-Díaz, J. Dorado, A. Pazos, Cristian Robert Munteanu |
| Journal | JOURNAL OF THEORETICAL BIOLOGY Num. 21 (pages 0 to 12) |
| DOI | https://doi.org/10.1016/j.jtbi.2014.01.033 |
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, Dorado, L., Cristian Robert Munteanu |
| Journal | MOLECULAR BIOSYSTEMS Vol. 10 (pages 1063 to 1071) |
Hybrid model based on genetic algorithms and SVM applied to variable selection within fruit juice classification. IF: 1.219 (Q2)
| Authors | Carlos Fernández Lozano, C. Canto, Marcos Gestal Pose, J.M. Andrade, Juan Ramón Rabuñal Dopico, Dorado, L., Alejandro Pazos Sierra |
| Journal | The Scientificworld Journal Vol. 2013 (pages 1 to 13) |
| DOI | https://doi.org/10.1155/2013/982438 |
Classification of signals by means of Genetic Programming. IF: 1.304 (Q2)
| Authors | Enrique Fernández Blanco, Daniel Rivero Cebrián, Marcos Gestal Pose, Dorado, L. |
| 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 |
High Order Texture-Based Analysis in Biomedical Images. IF: 1.059 (Q4)
| Authors | Fernandez-Lozano, Carlos, Marcos Gestal, Mª de las Nieves Pedreira Souto, Dorado, L., Alejandro Pazos Sierra |
| Journal | CURRENT MEDICAL IMAGING REVIEWS Vol. 9 Num. 4 (pages 309 to 317) |
Evolutionary Computation and QSAR Research. IF: 1.942 (Q1)
| Authors | Aguiar-Pulido, Vanessa, Marcos Gestal, Cruz-Monteagudo, Maykel, Rabunal, Juan R., Dorado, L., Munteanu, Cristian R. |
| Journal | Current Computer-Aided Drug Design Vol. 9 Num. 2 (pages 206 to 225) |
| DOI | https://doi.org/10.2174/1573409911309020006 |
Kernel-based Feature Selection Techniques for Transport Proteins Based on Star Graph Topological Indices -- IF: 3.453 (Q1)
| Authors | Fernandez-Lozano, Carlos, Marcos Gestal, Mª de las Nieves Pedreira Souto, Lucian Postelnicu, Dorado, L., Cristian Robert Munteanu |
| Journal | CURRENT TOPICS IN MEDICINAL CHEMISTRY Vol. 13 Num. 14 (pages 1681 to 1691) |
| DOI | https://doi.org/10.2174/15680266113139990119 |
Applied Computational Techniques on Schizophrenia using genetic mutations. IF: 3.453 (Q1)
| Authors | Vanessa Aguiar Pulido, Marcos Gestal, Carlos Fernández Lozano, Daniel Rivero Cebrián, Cristian Robert Munteanu |
| Journal | CURRENT TOPICS IN MEDICINAL CHEMISTRY Vol. 13 Num. 5 (pages 675 to 684) |
| DOI | https://doi.org/10.2174/1568026611313050010 |
Exploring patterns of epigenetic information with data mining techniques -- IF: 3.288 (Q1)
| Authors | Vanessa Aguiar Pulido, José Antonio Seoane Fernández, Marcos Gestal, Dorado, L. |
| Journal | Current Pharmaceutical Design (pages 779 to 789) |
| DOI | https://doi.org/10.2174/138161213804581936 |
Approach for solving multimodal problems using Genetic Algorithms with Grouped into Species optimized with Predator-Prey
| Authors | Pablo Seoane Amor, Marcos Gestal, Dorado, L. |
| Journal | International Journal of Interactive Multimedia and Artificial Intelligence (pages 6 to 13) |
LIBP-Pred: Web Server for Lipid Binding Proteins using Structural Network Parameters; PDB Mining of Human Cancer Biomarkers and Drug Targets in Parasites and Bacteria. IF: 3.35 (Q2)
| Authors | Humberto González Díaz, Cristian Munteanu, Lucian Postelnicu, Francisco Pardo-Pardo, Marcos Gestal, Alejandro Pazos Sierra |
| Journal | MOLECULAR BIOSYSTEMS Vol. 8 Num. 3 (pages 851 to 862) |
| DOI | https://doi.org/10.1039/c2mb05432a |
Improving Personal Health Record systems using ontologies: Retrieving context-sensitive information
| Authors | Alba Cabarcos Bermudez, Marcos Gestal, Daniel Rivero Cebrián, Dorado, L., Alejandro Pazos Sierra |
| Journal | Journal on Computing Vol. 2 Num. 2 (pages 15 to 21) |
| DOI | https://doi.org/10.5176/2010-2283_2.2.162 |
Application of the predator-prey technique in Genetic Alforithms with Species Grouping for multimodal problem solving
| Authors | Pablo Seoane Amor, Marcos Gestal, Dorado, L. |
| Journal | SISTEMAS E TECNOLOGIAS DE INFORMACAO, VOL I (pages 483 to 488) |
Automatic Generation of Biped Walk Behaviour Using Genetic Algorithms
| Authors | Hugo Picado, Marcos Gestal, Nuno Lau, Ana María Tomé, Lluis P. Reis |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 5517 (pages 805 to 812) |
Chemically driven variable selection by focused multimodal genetic algorithms in mid-IR spectra
| Authors | Maria Paz Gómez Carracedo, Marcos Gestal, Dorado, L., José Manuel Andrade Garda |
| Journal | ANALYTICAL AND BIOANALYTICAL CHEMISTRY Vol. 389 (pages 2331 to 2342) |
| DOI | https://doi.org/10.1007/s00216-007-1608-1 |
Linking chemical knowledge and genetic algorithms using two populations and focused multimodal search
| Authors | Maria Paz Gómez Carracedo, Marcos Gestal, Dorado, L., José Manuel Andrade Garda |
| Journal | CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS Vol. 87 (pages 173 to 184) |
| DOI | https://doi.org/10.106/j.chemolab.2006.12.002 |
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems
| Authors | Daniel Rivero Cebrián, Dorado, L., Juan Ramón Rabuñal Dopico, Marcos Gestal |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4507 (pages 94 to 101) |
A Computational Morphogenesis Approach to Simple Structure Development
| Authors | Enrique Fernández Blanco, Dorado, L., 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, Dorado, L., 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) |
Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development
| Authors | Juan Ramón Rabuñal Dopico, Dorado, L., Marcos Gestal, Mª de las Nieves Pedreira Souto |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 3512 (pages 382 to 390) |
Selection of Variables by Genetic Algorithms for the Classification of Apple Beverages by means of Artificial Neural Networks
| Authors | Marcos Gestal, Mari Paz Gómez Carracedo, José Manuel Andrade Garda, Dorado, L., Dolores Esther Fernández Fernández, Darío Prada Rodríguez, Alejandro Pazos Sierra |
| Journal | Applied Artificial Intelligence Vol. 19 (pages 181 to 198) |
| DOI | https://doi.org/10.1080/08839510590901921 |
Classification of apple beverages using artificial neural networks with previous variable selection
| Authors | Marcos Gestal, Mª Paz Gómez Carracedo, José Manuel Andrade Garda, Dorado, L., Dolores Esther Fernández Fernández, Darío Prada Rodríguez, Alejandro Pazos Sierra |
| Journal | ANALYTICA CHIMICA ACTA Vol. 524 Num. 1-2 (pages 225 to 234) |
| DOI | https://doi.org/10.1016/j.aca.2004.02.30 |
Genetic Programming: key concepts and examples
| Authors | Daniel Rivero, Marcos Gestal, Juan Ramón Rabuñal Dopico |
| Publishing | Lambert Academic Publishing, (España) |
| ISBN | 978-3-8454-3845-0 |
Soft Computing Methods for Practical Environment Solutions: Techniques and Studies
| Editors | Marcos Gestal, Daniel Rivero Cebrián |
| Publishing | IGI Global, Hershey (Estados Unidos) |
| ISBN | 978-1-61520-893-7 |
Introducción a los Algoritmos Genéticos y la Programación Genética
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Dorado, L., Alejandro Pazos Sierra |
| Publishing | Servicio de Publicacions Universidade da Coruña, Coruña, A (España) |
| ISBN | 978-84-9749-422-9 |
Genetic Algorithms: key concepts and examples
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Publishing | Lambert Academic Publishing, Saarbrücken (Alemania) |
| ISBN | 978-3-8433-7082-0 |
Computación Evolutiva para el Proceso de Selección de Variables en Espacios de Búsqueda Multimodales.
| Authors | Marcos Gestal |
| Publishing | Universidade da Coruña. RUC Repositorio da UDC, Coruña, A (España) |
| ISBN | 978-84-693-5493-3 |
Inteligencia Artificial y Computación Avanzada
| Authors | Alejandro Pazos Sierra, Mª de las Nieves Pedreira Souto, Juan Ramón Rabuñal Dopico, Javier Pereira, Jesús Hernández Riveros, Dorado, L., Marcos Gestal, Ana Belen Porto Pazos |
| Publishing | Fundación Alfredo Brañas, Santiago de Compostela (España) |
| ISBN | 84-934497-0-9 |
Differential Gene Expression Analysis of RNA-seq Data Using Machine Learning for Cancer Research
| Authors | J. Liñares. Marcos Gestal. Julián Dorado. Carlos Fernández Lozano |
| Book |
Machine Learning Paradigms. Applications of Learning and Analytics in Intelligent Systems Vol. 1 Publishing: Springer. ISBN: 978-3-030-15627-5 |
| Pages | From 27 to 66 |
Obtendo información útil para a mellora dunha materia a partir dos resultados dos exames de resposta múltiple
| Authors | M. Gestal. C. R. Munteanu. Juan Ramón Rabuñal Dopico. Julián Dorado |
| Book |
Contextos universitarios transformadores: construíndo espazos de aprendizaxe. III Xornadas de Innovación Docente Publishing: Universidade da Coruña. ISBN: 978-84-9749-712-1 |
| Pages | From 499 to 501 |
Multivariate Classification Techniques to Authenticate Mexican Commercial Spirits
| Authors | Carlos Fernández Lozano. M. Gestal. G. Pérez Caballero. A.L. Revilla-Vázquez. José M. Andrade |
| Book |
Quality Control in the Beverage Industry Vol. 17 Publishing: Elsevier. ISBN: 978-0-12-816681-9 |
| Pages | From 259 to 288 |
Machine Learning in Biomedical Informatics
| Authors | Carlos Fernández Lozano. Adrian Carballal Mato. C. R. Munteanu. Gestal, M.. Victor Maojo. Alejandro Pazos Sierra |
| Book |
Reference Module in Biomedical Sciences Publishing: Elsevier. ISBN: 978-0-12-801238-3 |
| Pages | From 1 to 1 |
Fish Tracking with Computer Vision Techniques: An Application to Vertical Slot Fishways
| Authors | Alvaro Rodriguez Tajes. Ángel José Rico Díaz. Juan Ramón Rabuñal Dopico. Marcos Gestal |
| Book |
Multi-Core Computer Vision and Image Processing for Intelligent Applications Publishing: IGI Global. ISBN: 9781522508892 |
| Pages | From 74 to 104 |
Implantación de la materia Aprendizaje Automático en el Grado en Ingeniería Informática
| Authors | Daniel Rivero. Marcos Gestal. Julián Dorado. Juan Ramón Rabuñal Dopico. Alejandro Pazos Sierra |
| Book |
Experiencias e innovacion docente en el contexto actual de la docencia universitaria. Publishing: Educación Editora. ISBN: 978-84-15524-14-4 |
| Pages | From 53 to 57 |
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 |
Docencia mediante casos de estudio para el desarrollo de aplicaciones web empresariales
| Authors | Marcos Gestal. Daniel Rivero. Juan Ramón Rabuñal Dopico. Julián Dorado. Alejandro Pazos Sierra |
| Book |
FECIES Publishing: Asociación Española de Psicología Conductual (AEPC). ISBN: 978-84-695-6734-0 |
| Pages | From 1375 to 1380 |
Seguridad electrónica en la gestión de información
| Authors | Marcos Gestal. Juan Luís Pérez Ordóñez |
| Book |
Nuevas tecnologías en bibliotecas y archivos Publishing: Servizo Publicacións UDC. ISBN: 978-84-9749-454-0 |
| Pages | From 119 to 144 |
A Soft Computing Overview: Artificial Neural Networks and Evolutionary Computation
| Authors | Marcos Gestal. Daniel Rivero Cebrián |
| Book |
Soft Computing Methods for Practical Environment Solutions: Techniques and Studies Vol. - Publishing: IGI Global. ISBN: 978-1-61520-893-7 |
| Pages | From 1 to 11 |
Regression Using Artificial Neural Networks
| Authors | José Manuel Andrade Garda. Alatzne Carlosena Zubieta. Marcos Gestal. Mª Paz Gómez Carracedo |
| Book |
"Basic Chemometric Techniques In Atomic Spectroscopy" Vol. - Publishing: Royal Society of Chemistry,. ISBN: 978-0-85404-159-6 |
| Pages | From 244 to 283 |
Multivariate Regression using Artificial Neural Networks
| Authors | José Manuel Andrade Garda. Alatzne Carlosena Zubieta. Mª Paz Gómez Carracedo. Marcos Gestal |
| Book |
"Basic Chemometric Techniques In Atomic Spectroscopy" Vol. - Publishing: Royal Society of Chemistry,. ISBN: 978-0-85404-159-6 |
| Pages | From 244 to 283 |
Genetic Algorithms in Multimodal Search Space
| Authors | Marcos Gestal. Dorado, L. |
| Book |
Encyclopedia of Information Science and Technology Vol. - Publishing: Information Science Reference. ISBN: 978-1-60566-027-1 |
| Pages | From 1621 to 1629 |
Redes de Neuronas Artificiales y Computación Evolutiva
| Authors | Marcos Gestal. Dorado, L.. 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 |
Genetic Algorithms and Multimodal Search
| Authors | Marcos Gestal. José M. Vázquez Naya. Norberto Ezquerra |
| Book |
Advancing Artificial Intelligence Through Biological Process Applications Vol. - Publishing: Medical Information Science Reference-ISR. ISBN: 978-1-59904-996-0 |
| Pages | From 231 to 249 |
Evolutionary Approaches to Variable Selection
| Authors | Marcos Gestal. José Manuel Andrade Garda |
| Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
| Pages | From 581 to 588 |
Finding Multiple Solutions with GA in Multimodal Problems
| Authors | Marcos Gestal. Mª Paz Gómez Carracedo |
| Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
| Pages | From 647 to 653 |
Herramientas de Análisis de Imagen Molecular, Genómica e Histológica
| Authors | Mónica Miguélez Dopico. Dorado, L.. José Antonio Seoane Fernández. Marcos Gestal |
| Book |
Gestión, Procesado y Análisis de Imagen Médica Vol. - Publishing: Ediciones de la Universidad de Castilla-La Mancha. ISBN: 978-84-8427-498-8 |
| Pages | From 97 to 118 |
Avances en Algoritmos Evolutivos
| Authors | Jesús Antonio Hernández Riveros. Dorado, L.. Marcos Gestal. Ana Belen Porto Pazos |
| Book |
Inteligencia Artificial y Computación Avanzada Vol. - Publishing: Fundación Alfredo Brañas. ISBN: 84-934497-0-9 |
| Pages | From 35 to 54 |
Several Approaches to Variable Selection by Means of Genetic Algorithms
| Authors | Marcos Gestal. Alberto Cancela Carollo. José Manuel Andrade Garda. Mari Paz Gómez Carracedo |
| Book |
Intelligent Information Technologies: Concepts, Methodologies, Tools, and Applications Vol. - Publishing: IGI Global - Information Science Reference. ISBN: 978-1-59904-941-0 |
| Pages | From 274 to 292 |
Several approaches to variable selection by means of genetic algorithms
| Authors | Marcos Gestal. Alberto Cancela Carollo. José Manuel Andrade Garda. Mª Paz Gómez Carracedo |
| Book |
Artificial Neural Networks in Real-life applications Vol. - Publishing: Idea Group Publishing. ISBN: 1-59140-903-9 |
| Pages | From 141 to 164 |
Several Approaches to Variable Selection by means of Genetic Algorithms
| Authors | Marcos Gestal. Alberto Cancela Carollo. Mari Paz Gómez Carracedo. José Manuel Andrade Garda |
| Book |
Artificial Neural Networks in Real-life applications Vol. - Publishing: Idea Group Publishing. ISBN: 1-59140-903-9 |
| Pages | From 141 to 164 |
Tendencias en la digitalización de datos de la salud. Un ejemplo en la imagen médica
| Authors | Juan Luis Pérez Ordóñez. Francisco J. Nóvoa. Juan Jesus Romero Cardalda. Marcos Gestal |
| Book |
E-world Vol. - Publishing: Fundación Alfredo Brañas. ISBN: 84-88051-52-2 |
| Pages | From 111 to 119 |
Proyectos y Recursos en BioInformática
| Authors | Dorado, L.. Marcos Gestal |
| Book |
Bioinformática Vol. - Publishing: Fundación Alfredo Brañas. ISBN: 84-88051-49-2 |
| Pages | From 215 to 227 |
Profile-based Sharing of Medical Imaging Data
| Autor | Rui Andre da Cruz Lebre |
| Director/s | Carlos Manuel Azevedo Costa; Marcos Gestal Pose |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Técnicas Basadas en Kernel para el Análisis de Texturas en Imagen Biomédica
| Autor | Carlos Fernández-Lozano |
| Director/s | Marcos Gestal Pose Julián Dorado de la Calle |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
From Biological Neurons to Artificial Neural Networks: A Bioinspired Training Alternative
IWANN 2025: 18th International Work-Conference on Artificial Neural Networks
International
| Authors | A. Fernández-Sánchez, M. Gestal, A. Pazos-Sierra |
| Place | Coruña, A (España) |
Horizontal DataSet Filtering for Autotransfer Learning: an Alternative to Randon Initialization for Neural Networks
XX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2024)
National
| Authors | A. Fernández, M Gestal, J. Dorado |
| Place | Coruña, A (España) |
Predicción de la transformación lluvia-escorrentía para la entrada de un presa hidráulica usando Redes de Neuronas Artificiales LSTM
XX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2024)
National
| Authors | A. Fernández, Juan R. Rabuñal, Luis Cea Gómez, Marcos Gestal |
| Place | Coruña, A (España) |
Adapting a Captive Portal for Phishing-Resistant Network Authentication Using Security Keys
2023 JNIC Cybersecurity Conference (JNIC)
National
| Authors | Martiño Rivera-Dourado, Marcos Gestal, Alejandro Pazos, Jose Vázquez-Naya |
| Place | Vigo (España) |
| DOI | https://doi.org/10.23919/jnic58574.2023.10205713 |
PRACTICUM DIRECT. TOMA DE DECISIONES EN CRISIS SANITARIAS
23 Congreso Nacional de Hospitales y Gestión Sanitaria
National
| Authors | I. Said-Criado, D. Baltar Boileve, Gestal, M., O. Solas Gaspar, A. Pazos-Sierra, M. Martínez-Pillado |
| Place | Palmas de Gran Canaria, Las (España) |
Desarrollo de la herramienta basada en la IA apoyo a la toma de decisiones en gestión de pandemias
Jornada de presentación de resultados.
Proyecto PRACTICUM DIRECT: simulador de toma de decisiones en pandemias
Autonomous
| Authors | Pazos, A., M. Gestal |
| Place | Pontevedra (España) |
Public-key Based Authentication with WebAuthn and FIDO
MOL2NET'21, Conference on Molecular, Biomedical & Computational Sciences and Engineering, 7th ed. congress AIMEDIC-08: AI, Med. Info., & Biomed. Eng. Congress, Coruña, Spain-Carleton, Canada-Stanford, USA, 2021
International
| Authors | Martiño Rivera-Dourado, Marcos Gestal, Jose Vázquez-Naya |
| Organization | MDPI |
| Place | Basel (Suiza) |
| DOI | https://doi.org/10.3390/mol2net-07-11847 |
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) |
Evaluation as a continuous improvement process in the learning of programming languages
International Joint Conference SOCO 18-CISIS 18-ICEUTE 18
International
| Authors | Marcos Gestal, Carlos Fernández Lozano, C. R. Munteanu, Juan Rabuñal, Julián Dorado |
| Organization | Universidad del País Vasco |
| Place | Donostia-San Sebastián (España) |
Mejora continua de la calidad de la docencia a partir del análisis de los resultados de evaluación
Actas XXIV Jornadas sobre la Enseñanza Universitaria de la Informática (JENUI 2018)
National
| Authors | Marcos Gestal, Carlos Fernández Lozano, Cristian Robert Munteanu, Juan Ramón Rabuñal Dopico, Julián Dorado |
| Place | Barcelona (España) |
Integrative Multi-Omics Data-Driven approach for metastasis prediction in cancer. (Best paper award). Article No. 44
DATA '18 Proceedings of the First International Conference on Data Science, E-learning and Information Systems
International
| Authors | Carlos Fernández Lozano, José Liñares-Blanco, Marcos Gestal, Julián Dorado, Alejandro Pazos Sierra |
| Organization | ACM |
| Place | Madrid (España) |
Texture Classification using Kernel-Based Techniques -- CORE B
International Work Conference on Artificial Neural Network (IWANN 2013)
International
| Authors | Carlos Fernández Lozano, José Antonio Seoane Fernández, Marcos Gestal, Tom R. Gaunt, Colin Campbell |
| Organization | Iwann |
| Place | Puerto de la Cruz (España) |
A Texture-Based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images. CORE C
International Conference on Computer Vision Theory and Applications. VISSAP 2013
International
| Authors | Carlos Fernandez Lozano, José Antonio Seoane Fernández, Marcos Gestal, Daniel Rivero Cebrián, Julián Dorado, Alejandro Pazos Sierra |
| Organization | INSTICC |
| Place | Barcelona (España) |
Docencia mediante casos de estudio para el desarrollo de aplicaciones web empresariales
IX Foro Internacional sobre la Evaluación de la Calidad de la Investigación y de la Educación Superior (FECIES)
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Dorado, L., Alejandro Pazos Sierra |
| Organization | Varios |
| Place | Santiago de Compostela (España) |
A first approach to improve personal health record systems using ontologies: linking data to get information
Web Technologies & Internet Applications
International
| Authors | Alba Cabarcos Bermudez, Marcos Gestal, Daniel Rivero Cebrián, Dorado, L., Alejandro Pazos Sierra |
| Organization | Global Science and Technology Forum (GSTF) |
| Place | Bali (Indonesia) |
Introduction to Informatics for Future Documentalists in the European Higher Education Area.
Fourth International Conference on Computer Supported Education (CSEDU 2012)
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Dorado, L., Alejandro Pazos Sierra |
| Organization | Conference on Computer Supported Education (CSEDU 2012) |
| Place | Porto (Portugal) |
Seguimiento Visual de Peces en Escalas de Hendidura Vertical
MAEB 2012 - VIII Congreso Español sobre metaheurísticas, algoritmos evolutivos y bioinspirados
National
| Authors | Rodriguez, A., Bermúdez, M., Rivero, D., Gestal, M., Puertas, J. |
| Organization | UNIVERSIDAD DE CASTILLA-LA MANCHA |
| Place | Albacete (España) |
Weighting the importance of variables with Genetic Programming : An application to Galician schizophrenia patients -- Core B
14th International Conference on Artificial Intelligence (ICAI), WOLDCOMP¿12
International
| Authors | Vanessa Aguiar Pulido, Daniel Rivero, Marcos Gestal, Julián Dorado |
| Place | Las Vegas (Estados Unidos) |
Aplicación de la técnica presa-predador en Algoritmos Genéticos con Agrupación en Especies para la resolución de problemas multimodales
6ª Conferencia Ibérica de Sistemas y Tecnologías de la Información (CISTI 2011)
International
| Authors | Pablo Seoane Amor, Marcos Gestal, Dorado, L. |
| Organization | AISTI - Asociación Ibérica de Sistemas y Tecnologías de Información |
| Place | Chaves (Portugal) |
Basics of web application design: an example-based learning approach
2nd International Conference on Computer Supported Education (CSEDU 2010)
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Dorado, L., Alejandro Pazos Sierra |
| Place | Valencia (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, Dorado, L. |
| Place | Valencia (España) |
Building the European Higher Education Area: a subject in Information Systems Security
First International Conference on Computer Supported Education (CSEDU 2009)
International
| Authors | Marcos Gestal, Juan Ramón Rabuñal Dopico, Dorado, L., Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Place | Lisboa (Portugal) |
The Artificial Neural Networks subject in the European Higher Education Area
Teaching and Learning 2008
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Dorado, L., Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Place | Aveiro (Portugal) |
Selection of Variables in MID-IR Spectra using different Genetic Algorithms
VI COLLOQUIUM CHEMIOMETRICUM MEDITERRANEUM
International
| Authors | Mª Paz Gómez Carracedo, Marcos Gestal, Dorado, L., José Manuel Andrade Garda |
| Place | Baume (Francia) |
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems
9th International Work-Conference on Artificial Neural Networks, IWANN 2007
International
| Authors | Daniel Rivero Cebrián, Dorado, L., Juan Ramón Rabuñal Dopico, Marcos Gestal |
| Place | España |
A Computational Morphogenesis Approach to Simple Structure Development
European Conference on Artificial Life (ECAL'07)
International
| Authors | Enrique Fernández Blanco, Dorado, L., Juan Ramón Rabuñal Dopico, Marcos Gestal, Mª de las Nieves Pedreira Souto |
| Place | Lisboa (Portugal) |
Sistema celular artificial para morfogénesis estructural
V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'07)
National
| Authors | Enrique Fernández Blanco, Dorado, L., Juan Ramón Rabuñal Dopico, Marcos Gestal |
| Organization | Universidad de La Laguna |
| Place | Puerto de la Cruz (España) |
Selection of Variables in MID-IR Spectra using different Genetic Algorithms
VI COLLOQUIUM CHEMIOMETRICUM MEDITERRANEUM
International
| Authors | Mª Paz Gómez Carracedo, Marcos Gestal, Dorado, L., José Manuel Andrade Garda |
| Place | Baume (Francia) |
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, Dorado, L., Juan Ramón Rabuñal Dopico, Marcos Gestal, Mª de las Nieves Pedreira Souto |
| Place | Venecia (Italia) |
Description of RANNs and their Generalisation Capabilities by Means of Rule Extraction by Genetic Programming
IASTED International Conference on Artificial Intelligence and Soft Computing (ASC 2006)
International
| Authors | Marcos Gestal, Juan Ramón Rabuñal Dopico, Dorado, L., Javier Pereira |
| Place | España |
Desarrollo de un Sistema Orientado a Objetos de PG Distribuida usando Java y CORBA
Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'04)
National
| Authors | Dorado, L., Juan Ramón Rabuñal Dopico, Miguel Varela, Daniel Rivero Cebrián, Marcos Gestal |
| Organization | Universidad de Córdoba |
| Place | Córdoba (España) |
Desarrollo de un Sistema Orientado a Objetos de PG Distribuida usando Java y CORBA
Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'04)
National
| Authors | Dorado, L., Juan Ramón Rabuñal Dopico, Miguel Varela, Daniel Rivero Cebrián, Marcos Gestal |
| Organization | Universidad de Córdoba |
| Place | Córdoba (España) |
Exploración sistemática del espacio de búsqueda mediante un Algoritmo Genético de 2 poblaciones
Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'04)
National
| Authors | Marcos Gestal, Juan Ramón Rabuñal Dopico, Dorado, L., Alejandro Pazos Sierra |
| Organization | Universidad de Córdoba |
| Place | Córdoba (España) |
Search the Optimal RANN Architecture, Reduce the Training Set and Make the Training Process by a Distribute Genetic Algorithm
Artificial Intelligence and Applications
International
| Authors | Juan Ramón Rabuñal Dopico, Dorado, L., Alejandro Pazos Sierra, Marcos Gestal, Mª de las Nieves Pedreira Souto |
| Place | Innsbruck (Austria) |
Distributed Genetic Programming by an Object Oriented System using Java and CORBA
4th IASTED International Conference on Visualization, Imaging, and Image Processing (VIIP 2004)
International
| Authors | Juan Ramón Rabuñal Dopico, Marcos Gestal, Dorado, L. |
| Place | Innsbruck (Austria) |
Academic or management positions held by teacher.