PhD Marcos Gestal Pose  

(TIT-UN)

Department Computer Science
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Redes de Neuronas Artificiales y Sistemas Adaptativos - Imagen Médica y Diagnóstico Radiológico
Research lines Computación Evolutiva; Redes de Neuronas Artificiales; Selección de variables
Contacto UDC directory
Orcid id0000-0002-4371-8632 ResearcherIDC-4491-2010 Scopus6507970737

Teaching

Subjects taught

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

Subject and involved studies Total hours
Applied Computer Science 21
Archives, Libraries and New Technologies 10
Development Frameworks 91
Final Project 10
Final Project. Mention in Software Engineering 4
Information Security 21
Museums and New Technologies 11
Quality, Information Security and Computing Audit 6
Retrieval and Evaluation of Electronic Information
Degree in Information and Documentation
21
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Grado en Información e Documentación
16
Archives, Libraries and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
10
Computing as a Service
Master's in Computer Engineering
13
Degree Thesis Project
Computer Engineering
1
Development Frameworks
Degree in Computer Engineering
81
Final Project
Master's in Computer Engineering
10
Final Project. Mention in Software Engineering
Degree in Computer Engineering
28
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
11
Quality, Information Security and Computing Audit
Master's in Computer Engineering
6
Retrieval and Evaluation of Electronic Information
Degree in Information and Documentation
Grado en Información e Documentación
21
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Degree in Information and Documentation
Grado en Información e Documentación
21
Archives, Libraries and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
15
Business Practice
Master's in Computer Engineering
4
Computing as a Service
Master's in Computer Engineering
13
Degree Thesis Project
Computer Engineering
8
Development Frameworks
Degree in Computer Engineering
46
Final Project
Master's in Computer Engineering
10
Final Project. Mention in Software Engineering
Degree in Computer Engineering
24
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
15
Quality, Information Security and Computing Audit
Master's in Computer Engineering
18
Retrieval and Evaluation of Electronic Information
Degree in Information and Documentation
Grado en Información e Documentación
5
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Degree in Information and Documentation
Grado en Información e Documentación
21
Archives, Libraries and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
15
Business Practice
Master's in Computer Engineering
2
Computing as a Service
Master's in Computer Engineering
13
Development Frameworks
Degree in Computer Engineering
69
Final Project. Mention in Software Engineering
Degree in Computer Engineering
8
Museums and New Technologies
MA in Advanced Studies in Museums, Archives and Libraries
15
Quality, Information Security and Computing Audit
Master's in Computer Engineering
18
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Degree in Information and Documentation
Primary Degree in Documentation
40.5
Business Practice
Master's in Computer Engineering
1.7
Computing as a Service
Master's in Computer Engineering
13
Development Frameworks
Degree in Computer Engineering
69
Final Project
Master's in Computer Engineering
5.6
Final Project. Mention in Software Engineering
Degree in Computer Engineering
6
Practicum (Work Placement)
Degree in Information and Documentation
10
Quality, Information Security and Computing Audit
Master's in Computer Engineering
42
Retrieval and Evaluation of Electronic Information
Degree in Information and Documentation
21
Subject and involved studies Total hours
Applied Computer Science
Degree in Humanities
Degree in Information and Documentation
Primary Degree in Documentation
40.5
Computing as a Service
Master's in Computer Engineering
13
Databases and Search engines: arquitecture and operation
Master's in Documentation Sciences in the Digital Context
30
Development Frameworks
Degree in Computer Engineering
105
Final Dissertation: Information Systems
Master's in Computer Systems Engineering
5.6
Final Project. Mention in Software Engineering
Degree in Computer Engineering
10
Quality, Information Security and Computing Audit
Master's in Computer Engineering
5
System Integration
Computer Engineering
50

Defined tutoring by teacher for 2018/2019 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Wednesday
12:30 a 14:00
Despacho 0.19
1st quarter Wednesday
17:30 a 18:30
Despacho 0.19
1st quarter Friday
10:00 a 12:00
Despacho 0.19
2nd quarter Monday
16:00 a 18:00
Despacho 0.19
2nd quarter Wednesday
10:00 a 12:00
Despacho 0.19
2nd quarter Thursday
16:00 a 18:00
Despacho 0.19

Faculty of Humanities

Quarter Day Site
1st quarter Thursday
11:30 a 12:30
Despacho 12
1st quarter Thursday
16:00 a 17:30
Despacho 12
2nd quarter Tuesday
11:00 a 13:00
Despacho 12

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

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 a control user activity within a Document Managment System
Design and Implementation of web tool to media management

Research results

Select merit type and year to query research merits.

Implantación de modelos quimiométricos aplicados al proceso de coquización retardada

Funding entity REPSOL-YPF
Main researches José Manuel Andrade Garda
Type Contrato
Dates From 15/03/2017 to 15/07/2018

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

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

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

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 31/12/2015

TOVIAS: Visualización, interacción y análisis topográfico

Funding entity Centro para el Desarrollo Tecnológico e Industrial (CDTI)
Main researches Juan Ramón Rabuñal Dopico
Type Proyecto Programas Nacionales
Dates From 14/03/2013 to 31/12/2014

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 12/07/2017

Ayuda para la consolidación y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia, modalidad de agrupaciones estratégicas

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Bertha Guijarro Berdiñas
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

PHR2.0: Registro personal de salud en web 2.0.

Type Proyecto Otros Programas
Dates From 02/03/2010 to 31/12/2011

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

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 30/06/2011

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, Julián Dorado de la Calle, Alejandro Pazos Sierra, Ana Belen Porto Pazos, Juan Ramón Rabuñal Dopico, Javier Pereira Loureiro
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 Loureiro, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra
Application date 27/09/2011

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

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

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, Julián Dorado, 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, 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

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, Julián Dorado de la Calle, Cristian Robert Munteanu
Journal MOLECULAR BIOSYSTEMS Vol. 10 (pages 0 to 0)

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, Julián Dorado de la Calle, 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, 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

High Order Texture-Based Analysis in Biomedical Images. IF: 1.059 (Q4)

Authors Fernandez-Lozano, Carlos, Marcos Gestal, Mª de las Nieves Pedreira Souto, Julián Dorado de la Calle, 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., Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle
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, Julián Dorado de la Calle
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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle
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, Julián Dorado de la Calle, José Manuel Andrade Garda
Journal ANAL. BIONAL. CHEM 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, 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)

Diversity and Multimodal Search with a Hybrid Two-Population GA: An Application to ANN Development

Authors Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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 Loureiro, Jesús Hernández Riveros, Julián Dorado de la Calle, Marcos Gestal, Ana Belen Porto Pazos
Publishing Fundación Alfredo Brañas, Santiago de Compostela (España)
ISBN 84-934497-0-9

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. Julián Dorado de la Calle
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. 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

Genetic Algorithms and Multimodal Search

Authors Marcos Gestal. José Manuel 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. Julián Dorado de la Calle. 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. Julián Dorado de la Calle. 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 Javier Nóvoa De Manuel. 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 Julián Dorado de la Calle. Marcos Gestal
Book Bioinformática
Vol. - Publishing: Fundación Alfredo Brañas.
ISBN: 84-88051-49-2
Pages From 215 to 227

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

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)

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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle
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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle
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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, Javier Pereira Loureiro
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 Julián Dorado de la Calle, 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 Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle, 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, Julián Dorado de la Calle
Place Innsbruck (Austria)

Positions

Academic or management positions held by teacher.

Comisión Académica de la Facultad de Humanidades y Documentación

Vocal PDI

From 20/03/2014 to 04/05/2015.

Comisión de Calidad de la Facultad de Humanidades y Documentación

Vocal Coordinador de Título

From 27/06/2013 to 30/03/2017.

Profesorado responsable titulaciones Facultad de Humanidades y Documentación

Profesor/a responsable de titulación

From 23/05/2013 to 30/09/2015.

Facultad de Humanidades y Documentación

Vicedecano/a

From 12/04/2013 to 04/06/2015.

Coordinadores/as Másteres Facultad de Informática

Máster Universitario en Ingeniería Informática
Coordinador/a Master