AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GPC
Funding entity | Consellería de Educación |
Main researches | Álvaro Barreiro García |
Type | Proyecto Programas Autonomicos |
Dates | From 01/01/2022 to 20/11/2024 |
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::
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 6 |
Evolutionary Computation
Master's Degree in Artificial Intelligence
|
Optional | 0 | 5.25 |
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
Master's Dissertation
Master in Bioinformatics for Health Sciences
|
Compulsory | 0 | 4 |
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 78 |
Robotics
Degree in Computer Engineering
|
Optional | 0 | 21 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Advanced Processing of Biological Sequences | Optional | 0 | 6 |
Evolutionary Computation | Optional | 0 | 5.5 |
Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 16 |
Master's Dissertation | Compulsory | 0 | 4 |
Operating Systems | Compulsory | 0 | 73 |
Robotics | Optional | 0 | 21 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 6 |
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
Final Year Dissertation. Mention in Information Systems
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 70 |
Robotics
Degree in Computer Engineering
|
Optional | 0 | 21 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 6 |
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 94 |
Robotics
Degree in Computer Engineering
|
Optional | 0 | 21 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 6 |
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 93 |
Robotics
Degree in Computer Engineering
|
Optional | 0 | 21 |
Subject and involved studies | Type | Distance hours | Total hours |
---|---|---|---|
Advanced Processing of Biological Sequences
Master in Bioinformatics for Health Sciences
|
Optional | 0 | 6 |
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 39 |
Robotics
Degree in Computer Engineering
|
Optional | 0 | 21 |
Defined tutoring by teacher for 2022/2023 academic course.
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 |
Directed or codirected by current teacher since 2013 year.
Evaluation and characterization of parameters of the EvoDOCK algorithm |
Evolution of amino acid characteristics for protein secondary structure prediction |
Image segmentation by means of bacterial colony optimization |
System for refining protein structures with evolutionary computation methods |
Alternative ab initio protein structure prediction protocol with the Rosetta environment |
Solving MAX-SAT problems through Differential Evolution |
Structure prediction of SARS-CoV-2 proteins with Rosetta and evolutionary computing methods |
Co-evolution of central pattern generators and morphology in simulated biped and hexapod robots |
Select merit type and year to query research merits.
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GPC
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 |
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 |
Bio-inspired Computing Approaches
Authors | JM Ferrández, J. Santos |
Journal | NATURAL COMPUTING |
DOI | https://doi.org/10.1007/s11047-021-09854-2 |
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) |
Crowding Differential Evolution for Protein Structure Prediction
Authors | Daniel Varela, José Santos Reyes |
Journal | LECTURE NOTES IN COMPUTER SCIENCE |
DOI | https://doi.org/10.1007/978-3-030-19651-6_19 |
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 |
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) |
Academic or management positions held by teacher.