PhD José Santos Reyes  

Catedrático de universidade (CAT-UN)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Information Retrieval Lab
Research lines Computación neuronal, computación evolutiva, robótica autónoma, vida artificial, bioinformática, biología computacional.
Keywords Evolutionary computing, neural computing, artificial life, bioinformatics, computational biology, evolutionary robotics.
Contacto UDC directory
Orcid id0000-0002-4212-1367 ResearcherIDH-8569-2014 Scopus56461552700

José Santos is Full Professor in the Department of Computer Science at the University of A Coruña. His research interests include artificial life, neural computation, evolutionary computation, autonomous robotics and computational biology. In recent years his research focused on computational biology with the modeling of biological processes. More information at::

José Santos' Web Page

Teaching

Subjects taught

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

Subject and involved studies Distance hours Total hours
Advanced Processing of Biological Sequences 0 6
Evolutionary Computation 0 5.3
Operating Systems 0 87
Robotics 0 21
Subject and involved studies Distance hours Total hours
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
0 6
Evolutionary Computation
Master's Degree in Artificial Intelligence
0 5.25
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 8
Master's Dissertation
Master in Bioinformatics for Health Sciences
0 4
Operating Systems
Degree in Computer Engineering
0 78
Robotics
Degree in Computer Engineering
0 21
Subject and involved studies Distance hours Total hours
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
0 6
Evolutionary Computation
Master's Degree in Artificial Intelligence
0 5.5
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 16
Master's Dissertation
Master in Bioinformatics for Health Sciences
0 4
Operating Systems
Degree in Computer Engineering
0 73
Robotics
Degree in Computer Engineering
0 21
Subject and involved studies Distance hours Total hours
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
0 6
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
0 4
Operating Systems
Degree in Computer Engineering
0 70
Robotics
Degree in Computer Engineering
0 21
Subject and involved studies Distance hours Total hours
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
0 6
Operating Systems
Degree in Computer Engineering
0 94
Robotics
Degree in Computer Engineering
0 21
Subject and involved studies Distance hours Total hours
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
0 6
Operating Systems
Degree in Computer Engineering
0 93
Robotics
Degree in Computer Engineering
0 21

Defined tutoring by teacher for 2024/2025 academic course.

Faculty of Computer Science

Quarter Day Site
1st quarter Wednesday
17:30 a 20:30
Despacho 403
1st quarter Friday
17:30 a 20:30
Despacho 403
2nd quarter Monday
18:30 a 21:30
Despacho 403
2nd quarter Friday
16:30 a 19:30
Despacho 403

Research results

Select merit type and year to query research merits.

Generación de Explicaciones en Sistemas Inteligentes Híbridos para Asegurar la Fiabilidad

Funding entity AEI, Agencia Estatal de Investigación
Main researches Cabalar Fernández, José Pedro (IP1)/ Santos Reyes, José (IP2)
Type Proyecto Programas Nacionales
Dates From 01/09/2024 to 31/08/2028

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

Funding entity Consellería de Educación
Main researches Álvaro Barreiro García
Type Proyecto Programas Autonomicos
Dates From 01/01/2022 to 20/11/2024

Razonamiento Automático y Aprendizaje con Inducción de Conocimiento

Funding entity Ministerio de Ciencia e Innovación
Main researches Pedro Cabalar Fernández/ José Santos Reyes
Type Proyecto Programas Nacionales
Dates From 01/09/2021 to 31/08/2024

Predicción de la estructura de proteínas de SARS-CoV-2 con técnicas de inteligencia artificial

Funding entity Axencia Galega de Innovación
Main researches Santos Reyes, José
Type Proyecto Programas Autonomicos
Dates From 01/11/2020 to 31/12/2021

AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS. GPC

Funding entity CONSELLERIA DE EDUCACIÓN, UNIVERSIDADE E FORMACIÓN PROFESIONAL
Main researches ÁLVARO BARREIRO GARCÍA
Type Proyecto Programas Autonomicos
Dates From 01/01/2019 to 20/11/2021

Xunta de Galicia (GPC ED431B 2016/035)

Funding entity Xunta de Galicia
Main researches Álvaro Barreiro García
Type Proyecto Programas Autonomicos
Dates From 01/01/2017 to 31/12/2018

Procesamiento de imágenes DGGE (Denaturing Gradient Gel Electrophoresis) mediante modelos conexionistas y computación evolutiva

Funding entity Universidad del Bío-Bío
Main researches Carola Figueroa Flores, María Angélica Caro Gutiérrez, José Santos Reyes
Type Proyecto Internacional
Dates From 01/01/2015 to 31/12/2016

MODELIZACIÓN DE PROCESOS BIOLÓGICOS EMERGENTES

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches José Santos Reyes
Type Proyecto Programas Nacionales
Dates From 01/01/2014 to 31/12/2017

Optimización evolutiva de procesos emergentes modelados con técnicas de vida artificial

Funding entity Ministerio de Economía y Competitividad
Main researches José Santos Reyes
Type Proyecto Programas Nacionales
Dates From 01/01/2012 to 31/12/2013

Evolutionary optimization of emergent processes

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches José Santos Reyes
Type Proyecto Programas Nacionales
Dates From 01/01/2012 to 31/12/2013

COMBINACIÓN DE TÉCNICAS DE APRENDIZAJE POR REFUERZO, DE PROGRAMACIÓN LÓGICA INDUCTIVA, Y DE MECANISMOS DE MODULACIÓN FUNCIONAL EN ESQUEMAS DE CONTROL DE AGENTES CON DISEÑO INCREMENTAL Y EVOLUTIVO.

Funding entity MINISTERIO DE EDUCACIÓN Y CIENCIA
Main researches José Santos Reyes
Type Proyecto Otros Programas
Dates From 01/10/2007 to 30/04/2011

Grupo Integrado de Ingeniería (GII)

Type Proyecto Otros Programas
Dates From 31/08/2007 to 15/11/2010

Sistema hiperespecrtral multisensor para la detección, seguimiento y representación cartográfica de vertidos marinos: instrumentación, sistemas de clasificación supervisada y detección en tiempo real (INCENTIVO)

Funding entity Dirección Xeral de Investigación e Desenvolvemento
Type Proyecto Otros Programas
Dates From 04/06/2004 to 03/06/2007

Diseño evolutivo de velas para navegación.

Funding entity Dirección Xeral de Investigación e Desenvolvemento
Type Proyecto Otros Programas
Dates From 12/08/2004 to 13/08/2007

Sistema Hiperespectral Multisensor para la detección, seguimiento y representación cartográfica de vertidos marinos: Instrumentación, Sistemas de Clasificación Supervisada y Detección en Tiempo Real

Funding entity Ministerio de Ciencia y Tecnología
Main researches Richard José Duro Fernández
Type Proyecto Otros Programas
Dates From 11/12/2003 to 10/12/2006

Diseño co-evolutivo de sensores y actuadores virtuales, morfología y arquitectura cognitiva en robótica autónoma.

Funding entity Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico
Type Proyecto Otros Programas
Dates From 13/08/2002 to 30/09/2004

Imágenes hiperespectrales: técnicas de clasificación supervisada y registro temporal mediante redes neuronales.

Funding entity Comisión Interministerial de Ciencia y Tecnología (CICYT)
Type Proyecto Otros Programas
Dates From 18/01/2001 to 18/01/2004

Predicción de fallo empresarial mediante técnicas de inteligencia artificial

Type Proyecto Otros Programas
Dates From 16/01/2001 to 16/01/2002

Proyecto tecnológico protecas de embarcaciones catamarán sumergibles

Funding entity Comisión Interministerial de Ciencia y Tecnología (CICYT)
Type Proyecto Otros Programas
Dates From 01/01/2000 to 31/12/2001

Predicción de fallo empresarial mediante técnicas de inteligencia artificial

Type Proyecto Otros Programas
Dates From 01/06/2000 to 01/06/2001

Arquitectura cognitiva de robots móviles autónomos para tareas cooperativas y competitivas entre varios robots.

Funding entity Secretaria Xeral de Investigación e Desenvolvemento Tecnolóxico
Type Proyecto Otros Programas
Dates From 25/08/1999 to 25/08/2002

Estudio y Diseño de cajas acústicas de alta calidad con resonadores acoplados

Funding entity Comisión Interministerial de Ciencia y Tecnología (CICYT)
Type Proyecto Otros Programas
Dates From 30/12/1999 to 31/12/2001

Integración de módulos de procesado visual y selección de atención en la arquitectura cognitiva distribuida de robots autónomos.

Funding entity Comisión Interministerial de Ciencia y Tecnología (CICYT)
Type Proyecto Otros Programas
Dates From 01/10/1998 to 30/09/1999

Arquitecturas de control con aprendizaje temporal para robots autónomos

Type Proyecto Otros Programas
Dates From 28/04/1998 to 28/04/1999

Arquitectura de control con aprendizaje temporal para robots autónomos

Type Proyecto Otros Programas
Dates From 01/01/1997 to 01/01/1998

Variable selection in the prediction of business failure using genetic programming

Authors Ángel Beade, Manuel Rodríguez, José Santos
Journal Knowledge-Based Systems Vol. 289 (pages 1 to 16)
DOI https://doi.org/10.1016/j.knosys.2024.111529

Refinement of Protein Structures with a Memetic Algorithm. Examples with SARS-CoV-2 Proteins

Authors JL Filgueiras, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 14675 (pages 129 to 139)
DOI https://doi.org/10.1007/978-3-031-61137-7_13

Business failure prediction models with high and stable predictive power over time using genetic programming

Authors Angel Beade, Manuel Rodríguez, José Santos Reyes
Journal Operational Research Vol. 24 (pages 1 to 41)
DOI https://doi.org/10.1007/s12351-024-00852-7

Multiperiod Bankruptcy Prediction Models with Interpretable Single Models

Authors Angel Beade, Manuel Rodríguez, J. Santos
Journal Computational Economics Vol. 64 (pages 1357 to 1390 )
DOI https://doi.org/10.1007/s10614-023-10479-z

Evolutionary feature selection approaches for insolvency business prediction with genetic programming

Authors Angel Beade, Manuel Rodríguez, José Santos Reyes
Journal NATURAL COMPUTING Vol. 22 (pages 705 to 722)
DOI https://doi.org/10.1007/s11047-023-09951-4

Protein structure prediction with energy minimization and deep learning approaches

Authors JL Filgueiras, Daniel Varela, José Santos Reyes
Journal NATURAL COMPUTING Vol. 22 (pages 655 to 670)
DOI https://doi.org/10.1007/s11047-023-09943-4

Niching methods integrated with a differential evolution memetic algorithm for protein structure prediction

Authors Daniel Varela, J. Santos
Journal Swarm and Evolutionary Computation Vol. 71
DOI https://doi.org/10.1016/j.swevo.2022.101062

Evolving cellular automata schemes for protein folding modeling using the Rosetta atomic representation

Authors Daniel Varela, J. Santos
Journal Genetic Programming and Evolvable Machines Vol. 23 (pages 225 to 252)
DOI https://doi.org/10.1007/s10710-022-09427-x

Automatic Selection of Financial Ratios by Means of Differential Evolution and for Predicting Business Insolvency.

Authors J. Santos, Angel Beade, Manuel Rodríguez
Journal Lecture Notes in Computer Science Vol. 13259 (pages 534 to 544)
DOI https://doi.org/10.1007/978-3-031-06527-9_53

Energy Minimization vs. Deep Learning Approaches for Protein Structure Prediction

Authors Juan Filgueiras, Daniel Varela, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 13259 (pages 109 to 118)
DOI https://doi.org/10.1007/978-3-031-06527-9_11

A MaxSAT Solver Based on Differential Evolution (Preliminary Report)

Authors M. Framil, cabalar, J. Santos
Journal Progress in Artificial Intelligence - 21st EPIA Conference on Artificial Intelligence, Lecture Notes in Computer Science Vol. 13566 Num. 13566 (pages 676 to 687)
DOI https://doi.org/10.1007/978-3-031-16474-3_55

Protein structure prediction in an atomic model with differential evolution integrated with the crowding niching method

Authors Daniel Varela, José Santos Reyes
Journal NATURAL COMPUTING (pages 1 to 15)
DOI https://doi.org/10.1007/s11047-020-09801-7

La programación genética en el ámbito del pronóstico del fracaso empresaria

Authors Angel Beade, Manuel Rodríguez, José Santos Reyes
Journal REVISTA DE LA ASOCIACIÓN ESPAÑOLA DE CONTABILIDAD Y AUDITORÍA DE CUENTAS. Vol. 132 (pages 5 to 8)

Automatically obtaining a cellular automaton scheme for modeling protein folding using the FCC model

Authors Daniel Varela, José Santos Reyes
Journal NATURAL COMPUTING (pages 275 to 284)

Special Issue Editorial "Bio-inspired Computing Applications"

Authors José Manuel Ferrández, José Santos Reyes, Ramiro Varela
Journal NATURAL COMPUTING Vol. 18 (pages 215 to 216)

Advances in the application and development of non-linear global optimization techniques in computational structural biology

Authors J. Handl, A Shehu, J. Santos
Journal IEEE/ACM Transactions on Computational Biology and Bioinformatics Vol. 15 Num. 3 (pages 688 to 689)
DOI https://doi.org/10.1109/tcbb.2018.2817267

Inclusion of the fitness sharing technique in an evolutionary algorithm to analyze the fitness landscape of the genetic code adaptability

Authors José Santos Reyes, Ángel Monteagudo
Journal BMC BIOINFORMATICS

A hybrid evolutionary algorithm for protein structure prediction using the Face-Centered Cubic lattice model

Authors Daniel Varela, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 10634

Evolved synaptic delay based neural controllers for walking patterns in hexapod robotic structures

Authors José Santos Reyes, Pablo Fernández
Journal NATURAL COMPUTING Vol. 16 Num. 2 (pages 201 to 211)

Protein folding modeling with neural cellular automata using the Face-Centered Cubic model

Authors Daniel Varela, J. Santos
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 10337 (pages 125 to 134)

Treatment analysis in a cancer stem cell context using a tumor growth model based on cellular automata

Authors Ángel Monteagudo, José Santos Reyes
Journal PLOS ONE

Studying the capability of different cancer hallmarks to initiate tumor growth using a cellular automaton simulation. Application in a cancer stem cell context

Authors Ángel Monteagudo Insua, José Santos Reyes
Journal BIOSYSTEMS Vol. 115 (pages 46 to 58)
DOI https://doi.org/10.1016/j.biosystems.2013.11.001

Analysis of behaviour transitions in tumour growth using a cellular automaton simulation

Authors José Santos Reyes, Ángel Monteagudo
Journal IET Systems Biology (pages 1 to 13)
DOI https://doi.org/10.1049/iet-syb.2014.0015

Emergent protein folding modeled with evolved neural cellular automata using the 3D HP model

Authors José Santos Reyes, Pablo Villot, Martin Diéguez
Journal JOURNAL OF COMPUTATIONAL BIOLOGY Vol. 21 Num. 11 (pages 823 to 845)

Finding a needle in the Blogosphere: an information fusion approach for blog distillation search

Authors José M Chenlo, Javier Parapar, David E. Losada, José Santos Reyes
Journal Information Fusion Vol. 23 (pages 58 to 68)
DOI https://doi.org/10.1016/j.inffus.2014.09.001

Multiobjective differential evolution in the optimization of topological active models

Authors Jorge Novo, José Santos Reyes, M G Penedo
Journal Applied Soft Computing Vol. 13 (pages 3167 to 3177)
DOI https://doi.org/10.1016/j.asoc.2012.12.010

Topological Active Volume 3D Segmentation Model Optimized with Genetic Approaches

Authors J. Novo, N. Barreira, M G Penedo, José Santos Reyes
Journal NATURAL COMPUTING Vol. 11 (pages 161 to 174)
DOI https://doi.org/10.1007/s11047-011-9275-8

Biped locomotion control with evolved adaptive center-crossing continuous time recurrent neural networks

Authors José Santos Reyes, Angel Campo
Journal Neurocomputing Vol. 86 Num. 1 (pages 86 to 96)
DOI https://doi.org/10.1016/j.neucom.2012.01.009

Topological active models optimization with differential evolution

Authors Jorge Novo, José Santos Reyes, M G Penedo
Journal Expert Systems with Applications Vol. 35 Num. 15 (pages 12165 to 12176)
DOI https://doi.org/10.1016/j.eswa.2012.04.087

Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation

Authors C. de La Vega, J. Novo, J. Santos, M G Penedo
Journal Frontiers in Artificial Intelligence and Applications Vol. 243 (pages 1380 to 1389)

Simulated evolution applied to study the genetic code optimality using a model of codon reassignments

Authors José Santos Reyes, Ángel Monteagudo Insua
Journal BMC BIOINFORMATICS Vol. 12 (pages 0 to 0)

Optimization of Topological Active Nets with Differential Evolution

Authors Jorge Novo Buján, José Santos Reyes, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 6593 (pages 350 to 360)

Differential Evolution Optimization of 3D Topological Active Volumes

Authors J. Novo, José Santos Reyes, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 6691 (pages 282 to 290)
DOI https://doi.org/10.1007/978-3-642-21501-8_35

Evolutionary Multiobjective Optimization of Topological Active Nets

Authors Jorge Novo Buján, M G Penedo, José Santos Reyes
Journal PATTERN RECOGNITION LETTERS Vol. 31 Num. 13 (pages 1781 to 1794)

Study of the Genetic Code Adaptability by Means of a Genetic Algorithm

Authors Ángel Monteagudo Insua, José Santos Reyes
Journal JOURNAL OF THEORETICAL BIOLOGY Num. 2643 (pages 854 to 865)

Genetic Approaches for the Automatic Division of Topological Active Volumes

Authors Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5602 (pages 20 to 29)

Genetic Approaches for Topological Active Nets Optimization

Authors Óscar Ibáñez Panizo, Noelia Barreira Rodríguez, José Santos Reyes, M G Penedo
Journal Pattern Recognition Vol. 42 Num. 5 (pages 907 to 917)

Genetic Code Optimality Studied by Means of Simulated Evolution and Within the Coevolution Theory of the Canonical Code Organization

Authors José Santos Reyes, Ángel Monteagudo Insua
Journal NATURAL COMPUTING Vol. 8 Num. 4 (pages 719 to 738)

Localisation of the Optic Disc by Means of GA-Optimised Topological Active Nets

Authors Jorge Novo Buján, M G Penedo, José Santos Reyes
Journal IMAGE AND VISION COMPUTING Vol. 27 (pages 1572 to 1584)

Optic Disc Segmentation by Means of GA-Optimized Topological Active Nets

Authors Jorge Novo Buján, M G Penedo, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5112 (pages 807 to 816)

Automatic Topological Active Net Division in a Genetic-Greedy Hybrid Approach

Authors Noelia Barreira Rodríguez, M G Penedo, Óscar Ibáñez Panizo, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4478 (pages 226 to 233)

Genetic-Greedy Hybrid Approach for Topological Active Nets Optimization

Authors José Santos Reyes, Óscar Ibáñez Paniño, Noelia Barreira Rodríguez, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4431 (pages 202 to 210)

Topological Active Nets Optimization Using Genetic Algorithms

Authors O. Ibáñez, Noelia Barreira Rodríguez, José Santos Reyes, M G Penedo
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4141 (pages 272 to 282)

Complex Behaviours through modulation in Autonomous Robot Control

Authors Jose Antonio Becerra Permuy, F. Bellas, José Santos Reyes, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3512 (pages 717 to 724)

Neural Clustering Analysis of Macroevolutionary and Genetic Algorithms in the Evolution of Robot Controllers

Authors Jose Antonio Becerra Permuy, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3562 (pages 415 to 424)

Multimodule Artificial Neural Network Architectures for Autonomous Robot Control Through Behavior Modulation

Authors José Antonio Becerra Permuy, José Santos Reyes, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 2687 (pages 169 to 176)

Modelling Temporal Series Through Synaptic Delay-based Neural Networks

Authors Richard José Duro Fernández, José Santos Reyes
Journal NEURAL COMPUTING & APPLICATIONS Vol. 11 (pages 224 to 237)

Self Pruning Gaussian Synapse Networks for Behavior Based Robots.

Authors Richard José Duro Fernández, José Santos Reyes, José Antonio Becerra Permuy
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 2415 Num. - (pages 837 to 843)

Influence of Noise on Discrete Time Backpropagation Trained Networks

Authors José Santos Reyes, Richard José Duro Fernández
Journal Neurocomputing Vol. 41 Num. - (pages 67 to 89)

Considerations in the application of Evolution to the Generation of Robot Controllers

Authors José Santos Reyes, Richard José Duro Fernández, Jose Antonio Becerra Permuy, Juan Crespo Mariño, Francisco Bellas Bouza
Journal Information Sciences Vol. 133 Num. - (pages 127 to 148)
DOI https://doi.org/10.1016/s0020-0255(01)00081-0

II-DTB, Discrete Time Backpropagation with Product Unist

Authors José Santos Reyes, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 2084 Num. - (pages 207 to 214)

Behavior Reuse and virtual Sensors in the Evolution of Complex Behavior Architectures

Authors Richard José Duro Fernández, José Antonio Becerra Permuy, José Santos Reyes
Journal THEORY IN BIOSCIENCES Vol. 120 Num. 3-4 (pages 188 to 206)
DOI https://doi.org/10.1078/1431-7613-00040

Chaotic Time Series Prediction with Discrete Time Backpropagation

Authors Richard José Duro Fernández, José Santos Reyes
Journal ARTIFICIAL NEURAL NETWORKS IN PATTERN RECOGNITION Num. - (pages 103 to 115)

Pit Units in Temporal Time Delay Based Networks Trained with Descrete Time Backpropagation

Authors José Santos Reyes, Richard José Duro Fernández
Journal INTERNATIONAL JOURNAL OF COMPUTERS SYSTEMS AND SIGNALS Vol. 2 Num. 1 (pages 31 to 42)

Training Higher Order Gaussian Synapses

Authors Richard José Duro Fernández, José Santos Reyes
Journal FOUNDATIONS AND TOOLS FOR NEURAL MODELING- LECTURE NOTES IN COMPUTER SCIENCE Vol. 1606 Num. - (pages 537 to 545)

Using Temporal Information in ANNs for the Implementation of Autonomous Robot Controllers

Authors Richard José Duro Fernández, José Santos Reyes
Journal ENGINEERING APPLICATIONS OF BIO- INSPIRED ARTIFICIAL NEURAL NETWORKS- LECTURE NOTES IN COMPUTER SCIENCE Vol. 1607 Num. - (pages 540 to 547)

Discrete Time Backpropagation for Training Synaptic Delay Based Artificial Neural Networks

Authors Richard José Duro Fernández, José Santos Reyes
Journal IEEE TRANSACTIONS ON NEURAL NETWORKS Vol. 10 Num. 4 (pages 779 to 789)

Progressive Construction of Compound Behavior Controllers for Autonomous Robots Using Temporal Information

Authors Jose Antonio Becerra Permuy, José Santos Reyes, Richard José Duro Fernández
Journal ADVANCES IN ARTIFICIAL LIFE- LECTURE NOTES IN ARTIFICIAL INTELLIGENCE Vol. 1674 Num. - (pages 324 to 328)

Parallelization of connecitonist models based on a symbolyc formalism

Authors José Santos Reyes, Ramón Pérez Otero, Manuel Cabarcos Traseira, José Mira Mira
Journal BIOLOGICAL AND ARTIFICIAL COMPUTATION: FROM NEUROSCIENCE TO TECHNOLOGY, LECTURE NOTES IN COMPUTER SCIENCE Vol. 1240 Num. - (pages 304 to 312)

Knowledge refinement of an expert system using a symbolic connectionist approach

Authors José Santos Reyes, David Lorenzo Blanco, Silvia Gómez Pose, Joaquín Heras Varela, Ramón Pérez Otero
Journal ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. - Num. - (pages 516 to 520)

NETTOOL: A hybrid connectionist-symbolic development environment. From natural to artificial neural computation

Authors José Santos Reyes, R. Otero, J. Mira
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 930 Num. - (pages 658 to 665)

Synaptic modulation based artificial neural networks. From natural to artificial neural computation

Authors Richard José Duro Fernández, José Santos Reyes
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 930 Num. - (pages 31 to 36)

Vida Artificial. Realizaciones computacionales

Authors J. Santos
Publishing Servicio de Publicaciones Universidad A Coruña, (España)
ISBN 978-84-9749-184-6

Current Topics in Artificial Intelligence. Revised Selected Papers

Editors Roque Marín, Eva Onaindía, Alberto Bugarín, José Santos Reyes
Publishing Springer - Verlag, (España)
ISBN 978-3-540-45915-6

Evolución artificial y robótica autónoma

Authors José Santos Reyes, Richard José Duro Fernández
Publishing RA-MA, Madrid (España)
ISBN 8478976310

Biologically Inspired Robot Behavior Engineering

Publishing Physica-Verlag, Heidelberg (Alemania)
ISBN 3-7908-1513-6

Tumor growth emergent behavior analysis based on cancer hallmarks and in a cancer stem cell context

Authors José Santos Reyes. Ángel Monteagudo
Book Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology
Publishing: Elsevier.
ISBN: 9780128042595
Pages From 545 to 558

Using evolved artificial neural networks for providing an emergent segmentation with an active net model

Authors Jorge Novo. Cristina V. Sierra. José Santos Reyes. Manuel González Penedo
Book Recent Advances in Knowledge - Based Paradigms and Applications - Advances in Intelligent Systems and Computing
Vol. 234 Publishing: Springer - Verlag.
ISBN: 9783319016481
Pages From 57 to 72

Emergent Image Segmentation by Means of Evolved Connectionist Models and Using a Topological Active Net Model

Authors Jorge Novo. Cristina V. Sierra. José Santos Reyes. Manuel González Penedo
Book Agents and Artificial Intelligence
Vol. 449 Publishing: springer verlag.
ISBN: 978-3-662-44439
Pages From 1 to 113

Robot Controller Evolution with Macroevolutionary Algorithms

Authors Jose Antonio Becerra Permuy. José Santos Reyes. Richard José Duro Fernández
Book Information Processing with Evolutionary Algorithms From Industrial Applications to Academic Speculations
Vol. - Publishing: Springer.
ISBN: 1-85233-866-0
Pages From 117 to 128

Evolving robot behavior for centralized action selection

Authors Fernando Montes González. José Santos Reyes
Book Advances in Artificial Intelligence Applications
Vol. 17 Publishing: Centro de Investigación en Computación del IPN.
ISBN: 16659899
Pages From 213 to 213

Some approaches for reusing behaviour based robot cognitive architectures obtained through evolution

Authors Richard José Duro Fernández. José Santos Reyes. Jose Antonio Becerra Permuy
Book Biologically Inspired Robot Behavior Engineering
Vol. - Publishing: Physica-Verlag.
ISBN: 3-7908-1513-6
Pages From 239 to 260

Contraste y Validación en Ambiente Real del Modelado Neuronal para la Predicción del Fracaso Empresarial

Authors Manuel Rodríguez López. José Santos Reyes
Book Actas de la IX Conferencia de la Asociación Española para la Inleligencia Artificial (CAEPIA 2001).Actas
Vol. - Publishing: Servicio Publicaciones Univ. de Oviedo.
ISBN: 84-932297-0-9
Pages From 0 to 0

Evolving ANN Controllers for Smart Mobile Robots

Authors Richard José Duro Fernández. José Antonio Becerra Permuy. José Santos Reyes
Book Future Directions for Intelligent Systems and Information Sciencias
Vol. - Publishing: Physica Verlag.
ISBN: 3-7908-1276-5
Pages From 34 to 64

Métodos de computación evolutiva para a predición da estrutura de proteínas e para a modelización computacional do proceso de pregado de proteínas

Autor Daniel Varela Miguéns
Director/s José Santos Reyes
Scope Facultad de Informática
Qualification Sobresaliente Cum Laude

Tumor growth analysis using cellular automata based on the cancer hallmarks

Autor Ángel Monteagudo Insua
Director/s José Santos Reyes
Scope Facultad de Informática
Qualification Sobresaliente Cum Laude

Evolutionary Optimization of Topological Active Models for Image Segmentation

Autor Jorge Novo Buján
Director/s José Santos Reyes; Manuel Fco. González Penedo
Scope Computación
Qualification Apto Cum Laude

Aproximación evolutiva para la obtención incremental de arquitecturas modulares de comportamientos en robots autónomos

Autor José Antonio Becerra Permuy
Director/s Richard José Duro Fernández;José Santos Reyes
Scope Computación
Qualification Sobresaliente Cum Laude

Selección de características mediante programación genética. Aplicación en predicción de fracaso empresarial
XX Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2024)
National

Authors Angel Beade, Manuel Rodríguez, J. Santos
Place Coruña, A (España)

Genetic programming for feature selection in business failure prediction. Comparison of the use of financial variables and economic environment variables
2024 International Conference on INnovations in Intelligent SysTems and Applications (INISTA)
International

Authors Angel Beade, Manuel Rodríguez, José Santos Reyes
Place Craiova (Rumania)
DOI https://doi.org/10.1109/inista62901.2024.10683824

Predicción de fracaso empresarial por medio de programación genética: estrategias de parametrización
IX Jornada Internacional AECA de Valoración, Financiación y Gestión de Riesgo
International

Authors Angel Beade, J. Santos, Manuel Rodríguez
Place Cuenca (España)

Métricas y parametrización avanzadas en modelos de predicción de fracaso empresarial obtenidos mediante programación genética.
XX Encuentro Internacional AECA (Asociación Española de Contabilidad y Administración de Empresas)
International

Authors Angel Beade, Manuel Rodríguez, José Santos Reyes
Place Oporto (Portugal)

Evolution of amino acid properties in the context of protein secondary structure prediction
IEEE Congress on Evolutionary Computation 2021
International

Authors José Santos Reyes, Héctor Rivas
Place Cracovia (Polonia)

El fracaso empresarial en pequeñas y medianas empresas: aplicación de la programación genética en su predicción a largo plazo
XXI Congreso AECA (Asociación Española de Contabilidad y Administración de Empresas)
National

Authors Angel Beade, Manuel Rodríguez, José Santos Reyes
Place Toledo (España)

Aplicación de la programación genética en la predicción del fracaso empresarial en pequeñas y medianas empresas
XIX Encuentro Internacional de la Asociación Española de Contabilidad y Administración de Empresas
International

Authors Angel Beade, José Santos Reyes, Manuel Rodríguez López
Place Guarda (Portugal)

Neural cellular automata for modeling protein folding.
Biomath 2018 : Mathematical Methods and Models in Biosciences
International

Authors Daniel Varela, José Santos Reyes
Place Sofia (Bulgaria)

On the use of fitness sharing in studying the genetic code optimality
XIII Congreso Español en Metaheurísticas y Algoritmos Evolutivos y Bioinspirados (MAEB 2018) - XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018)
International

Authors José Santos Reyes, Ángel Monteagudo Insua
Place Granada (España)

A hybrid evolutionary algorithm for protein structure prediction using the Face-Centered Cubic lattice model
ICONIP 2017 (Core A)
International

Authors José Santos Reyes, Daniel Varela
Place Guangzhou (China)

A protein folding model using the Face-Centered Cubic lattice model
GECCO 2017 (Core A)
International

Authors José Santos Reyes, Daniel Varela
Place Berlin (Alemania)

Protein folding modeling with neural cellular automata using the Face-Centered Cubic model
IWINAC2017
International

Authors José Santos Reyes, Daniel Varela
Place Coruña, A (España)

Protein Folding Modeling with Neural Cellular Automata Using Rosetta
GECCO2016 (Core A)
International

Authors José Santos Reyes, Daniel Varela
Place Denver (Estados Unidos)

Evolutionary optimization of cancer treatments in a cancer stem cell context
GECCO 2015 - Genetic and Evolutionary Computation Conference
International

Authors José Santos Reyes, Ángel Monteagudo
Place Madrid (España)

Combination of differential evolution and fragment-based replacements for protein structure prediction
GECCO 2015 - Genetic and Evolutionary Computation Conference
International

Authors José Santos Reyes, Daniel Varela
Place Madrid (España)

Evolution of synaptic delay based neural controllers for implementing central pattern generators in hexapod robotic structures
International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015
International

Authors José Santos Reyes, Pablo Fernández
Place Elche/Elx (España)

Emergent segmentation of topological active nets by means of evolutionary obtained artificial neural networks
International Conference on Agents and Artificial Intelligence (ICAART'13)
International

Authors C. V. Sierra, J. Novo, J. Santos, M G Penedo
Organization Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place Barcelona (España)

Redes Neuronales Artificiales y predicción del fallo empresarial: superación del enfoque de "caja negra" con algoritmos de poda y análisis de sensibilidad
XVII Congreso AECA
International

Authors Carlos Piñeiro Sánchez, Manuel Rodríguez López, Pablo De Llano Monelos, José Santos Reyes
Organization AECA - Asociación Española de Contabilidad y Administración de Empresas
Place Pamplona/Iruña (España)

Cancer stem cell modeling using a cellular automaton
IWINAC - 2013, International Work-Conference on the Interplay between Neural and Artificial Computation
International

Authors José Santos Reyes, Ángel Monteagudo
Place Palma (España)

Cellular automata for modeling protein folding using the HP model
IEEE CEC 2013 - IEEE Congress on Evolutionary Computation (Core A)
International

Authors José Santos Reyes, Martín Diéguez Lodeiro, Pablo Villot
Place Cancún (México)

Evolved center-crossing recurrent synaptic delay based neural networks for biped locomotion control
IEEE CEC 2013 - IEEE Congress on Evolutionary Computation
International

Authors José Santos Reyes
Place Cancún (México)

Combination of reinforcement learning with evolution for automatically obtaining robot neural controllers
IEEE CEC 2013 - IEEE Congress on Evolutionary Computation (Core A)
International

Authors José Santos Reyes, Rodrigo Palacios Leiva, Ricardo Cruz Alvarez, V.R., Montes-Gonzalez,, L. Rascon Perez
Place Cancún (México)

Evolved artificial neural networks for controlling Topological Active Nets deformation and for medical image segmentation
International Conference on Knowledge-Based and Intelligent Information & Engineering Systems (KES'12)
International

Authors Cristina V. Sierra, J. Novo, J. Santos, M G Penedo
Organization KES International
Place Donostia-San Sebastián (España)

Study of cancer hallmarks relevance using a cellular automaton tumor growth model
PPSN 2012: Parallel Problem Solving from Nature - PPSN XII
International

Authors José Santos Reyes, Ángel Monteagudo
Place Taormina (Italia)

A cellular automaton model for tumor growth simulation
PACBB '2012: 6th International Conference on Practical Applications of Computational Biology & Bioinformatics
International

Authors José Santos Reyes, Ángel Monteagudo
Place Salamanca (España)

Multiobjective optimization of the 3D Topological Active Volume segmentation model
International Conference on Agents and Artificial Intelligence (ICAART'11)
International

Authors J. Novo, M G Penedo, José Santos Reyes
Organization Institute for Systems and Technologies of Information, Control and Communication (INSTICC)
Place Roma (Italia)

Differential Evolution for Protein Structure Prediction Using the HP Model
IWINAC2011 - International Work-conference on the Interplay between Natural and Artificial Computation
International

Authors José Santos Reyes, Martin Diéguez
Place Santa Cruz de la Palma (España)

Evolution of Adaptive Center-crossing Continuous Time Recurrent Neural Networks for Biped Robot Control
European Symposium on Artificial Neural Networks (ESANN 2010)
International

Authors Ángel Campo Penín, José Santos Reyes
Place Brujas (Bélgica)

Optimization of Topological Active Models with Multiobjective Evolutionary Algorithms
ICPR 2010 - 20th International Conference on Pattern Recognition
International

Authors Jorge Novo Buján, José Santos Reyes, M G Penedo, Alba Fernández Arias
Place Estambul (Turquía)

Inductive Logic Programming for Agent Control Learning in the RoboCup Soccer Simulation
CAEPIA-TTIA 2009, XIII Conferencia de la Asociación Española para la Inteligencia Artificial
International

Authors Alberto Domínguez Illobre, Álvaro García Bargo, Jorge González Iglesias, Ramón Pérez Otero, José Santos Reyes
Place Sevilla (España)

Genetic-Greedy Hybrid Approach for Topological Active Nets Optimization
8th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2007
International

Authors José Santos Reyes, Óscar Ibáñez Panizo, Noelia Barreira Rodríguez, M G Penedo
Place Warsaw (Polonia)

Automatic Topological Active Net Division in a Genetic-Greedy Hybrid Approach
3rd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA 2007)
National

Authors Noelia Barreira Rodríguez, M G Penedo, Óscar Ibáñez Panizo, José Santos Reyes
Place Girona (España)

Topological Active Volumes Optimization with Genetic Approaches
CAEPIA-TIIA 2007, XII Conferencia de la Asociación Española para la Inteligencia Artificial
International

Authors Jorge Novo Buján, Noelia Barreira Rodríguez, M G Penedo, José Santos Reyes
Place Salamanca (España)

Simulated evolution of the adaptability of the genetic code using genetic algorithms
2nd. International Work-Conference on the Interplay between Natural and Arti cial Computation, IWINAC 2007
International

Authors José Santos Reyes, Ángel Monteagudo
Place Murcia (España)

Topological Active Nets Optimization Using Genetic Algorithms
Third International Conference, ICIAR 2006
International

Authors Óscar Ibáñez Panizo, Noelia Barreira Rodríguez, José Santos Reyes, M G Penedo
Place Póvoa de Varzim (Portugal)

Codon Based Amino Acid Encoding for the Neural Network Prediction of Protein Secondary Structure
Proceedings of the 5th Spanish Bioinformatics Conference
National

Authors José Santos Reyes
Place Barcelona (España)

Estudio del Efecto Baldwin en la Obtención de Controladores en Robótica
Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'04)
National

Authors F. Silva, José Santos Reyes
Organization Universidad de Córdoba
Place Córdoba (España)

Optimización de recursos sensoriales y de procesado en la obtención de comportamientos para robots autónomos
Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'04)
National

Authors Jose Antonio Becerra Permuy, José Santos Reyes, Richard José Duro Fernández
Organization Universidad de Córdoba
Place Córdoba (España)

MA VS. GA in Low Population Evolutionary Processes with Mostly Flat Fitness Landscapes
6th Joint Conference on Information Sciences.
International

Authors Jose Antonio Becerra, José Santos Reyes, Richard José Duro Fernández
Place Carolina del Norte (Estados Unidos)

II-DTB, Discrte Time Backpropagation with Product Units
International Work Conference on Artificial Neural Networks (IWANN 2001)
International

Authors José Santos Reyes, Richard José Duro Fernández
Place Granada (España)

Aspects of Evolution for Obtaining Real Robot Controllers
Frontiers in Evolutionary Algorithms. FEA'2000
International

Authors Richard José Duro Fernández, José Santos Reyes, J.A. Becella, J.L. Crespo, Francisco Bellas Bouza
Place Atlantic City( Nueva Jers (Estados Unidos)

Using Higher Order Synapses and Nodes to Improve the Sensing Capabilities of Mobile robots
European Symposium on Artificial Neural Networks( ESANN'2000)
International

Authors Richard José Duro Fernández, José Santos Reyes, Jose Antonio Becerra Permuy, Francisco Bellas Bouza, J.L. Crespo
Place Brujas (Bélgica)

Robust Visual Recognition with High-Order Gaussian Synapses Networks
International Joint Conference on Neural Networks( IJCNN 2000)
International

Authors José Santos Reyes, Richard José Duro Fernández, J.L. Crespo
Place Como (Italia)

Applying Synaptic Delays for Virtual Sensing and Actuation in Mobile Robots
International Joint Conference on Neural Networks( IJCNN 2000)
International

Authors José Santos Reyes, Richard José Duro Fernández, Francisco Bellas Bouza, Jose Antonio Becerra Permuy
Place Como (Italia)

On Line Darwinist Cognitive Mechanism for an Artificial Organism
Sixth International Conference on the Simulation of Adaptive Behavior( SAB 2000)
International

Authors Richard José Duro Fernández, José Santos Reyes, Francisco Bellas Bouza, A. Lamas
Place París (Francia)

Improving Reusability of Behavior based Robot Cognitive Architectures
6th ESA Workshop on Advanced Space Technologies for Robotics and Automation( ASTRA 2000)
International

Authors Richard José Duro Fernández, José Santos Reyes, José Antonio Becerra Permuy
Place Estec, Noorwijk (Países Bajos)

Evolución distribuída en la obtención de controladores en robótica autónoma
Simposio Español de Informática Distribuída (SEID'2000)
International

Authors José Santos Reyes, José Antonio Becerra Permuy
Place Ourense (España)

Contraste y Validación en Ambiente Real del Modelado Neuronal para la Predicción del Fracaso Empresarial
Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2001)
National

Authors Manuel Rodríguez López, José Santos Reyes
Organization Universidad de Oviedo
Place Gijón (España)

Incremental Design of Neural Controllers for Infrasensorized Autonomous Robots
Wiener's Cybernetics: 50 Years of Evolution
International

Authors Richard José Duro Fernández, José Santos Reyes
Place España

Visual tracking in a real robot through higher order synapses
Wiener's Cybernetics: 50 Years of Evolution
International

Authors Richard José Duro Fernández, José Santos Reyes
Place España

DTB for the prediction of sunspot activity
World Multiconference on Systemics, Cybernetics and Informatics and 5th International Conference on Information Systems Analysis and Synthesis( SCI/ ISAS 99)
International

Authors José Santos Reyes, Richard José Duro Fernández
Place Orlando (Estados Unidos)

Envolving Neural Controllers for Temporally Dependent Behaviors in Autonomous Robots
11th Int¿l Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems. IEA-98-AIE
International

Authors José Santos Reyes, Richard José Duro Fernández
Place España

Discrete Time Backpropagation and Synaptic Delay Based Artificial Neural Networks in Chaotic Time Series Prediction
8th International Conference on Artificial Neural Network
International

Authors Richard José Duro Fernández, José Santos Reyes
Place Skövde (Suecia)

Learning to Reason in Time Using Discrete Time Backpropagation
International Conference on Neural Networks and Brain
International

Authors José Santos Reyes, Richard José Duro Fernández
Place Pekin (China)

Design of ANN Architectures for Handling the Temporal
Eurocast97 International Conference
International

Authors Richard José Duro Fernández, José Santos Reyes
Place España

Evolutionary design of ann architectures for the detection of patters in signals
Frontiers in Evolutionary Algorithms (FEA'97) - Joint Conference of Information Sciences
International

Authors José Santos Reyes, Richard José Duro Fernández
Place Carolina del Norte (Estados Unidos)

ECG Beat classification with synaptic delay based artificial neural networks
IWANN'97
International

Authors Richard José Duro Fernández, José Santos Reyes
Place España

Synaptic delay based artificial neural networks and discrete time backpropagation applied to QRS Complex Detection
ICNN¿97, INTERNATIONAL CONFERENCE ON NEURAL NETWORKS
International

Authors Richard José Duro Fernández, José Santos Reyes
Place Houston, Texas (Estados Unidos)

Finite state automata generalization by means of anns for phonene recognition
Proc. of Foruth Bayona Workshop on Intelligent Methods in Signal Processing and Communications
International

Authors Richard José Duro Fernández, José Santos Reyes
Place España

Modelo de Mecanismo Mental darwinista para robots móviles autónomos
Seminario Anual de Automática y Electrónica Industrial (SAAEI'96)
National

Authors Richard José Duro Fernández, Francisco Prieto Guerreiro, José Santos Reyes
Place Zaragoza (España)

Evolutionary aided design of pattern detecting recurrent artificial neural networks
EUROCAST'95. (Fifth international conference on computer aided systems technology)
International

Authors José Santos Reyes, Richard José Duro Fernández
Place Innsbruck (Austria)

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 15/03/2023.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Comité de Dirección de la EIDUDC

Coordinador

From 11/11/2013.

Comisión Académica Programa Oficial de Doctorado en Computación

Coordinador

From 11/10/2013.

Xunta da Facultade de Informática

PDI (Membros Natos)

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

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)