PhD Francisco Javier Bellas Bouza  

Catedrático de universidade (CAT-UN)

Department Computer Science and Information Technologies
Knowledgment area Computational Science and Artificial Intelligence
Research  Research group Grupo Integrado de Ingeniería
Research lines Cognitive robotics, evolutionary robotics, educational robotics multi-robot systems, intelligent instrumentation
Keywords robotics, education, artificial intelligence
Contacto UDC directory
Orcid id0000-0001-6043-1468 ResearcherIDM-5008-2018 Scopus6603449491

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
Final Year Dissertation
Degree in Industrial Technology Engineering
0 4
Final Year Dissertation
Automation and Industrial Electronics Engineering
0 4
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Master Thesis
Master's Degree in Industrial Computing and Robotics
Master's Degree in Industrial Computing and Robotics
0 2
Master's Dissertation
Master in Industrial Engineering
0 10
Subject and involved studies Distance hours Total hours
Autonomous Marine Vehicles 0 19
Autonomous Robotics Applications 0 2.5
Computting 0 30
Final Year Dissertation 0 0.5
Final Year Dissertation. Mention in Computer Science 0 4
Intelligent Robotics I 0 21
Introduction to Machine Learning 0 13.5
Master's Dissertation 0 0.5
Master's Dissertation 0 5.5
Mobile Robotics 0 2
Research Lab Internship 0 0.75
Robotics 0 7
Smart Robotics and Autonomous Systems 0 5
Subject and involved studies Distance hours Total hours
Autonomous Marine Vehicles
Erasmus Mundus Master Degree Sustainable Ship and Shipping 4.0
0 14.5
Autonomous Robotics Applications
Master's Degree in Industrial Computing and Robotics
0 6
Computting
Degree in Industrial Technology Engineering
Degree in Mechanical Engineering
0 50
Final Year Dissertation
Degree in Mechanical Engineering
Simultaneous Program of the Degree in Mechanical Ingineering and the Degree in Naval and Ocean Engineering
Simultaneous Program of the Degree in Mechanical Ingineering and the Degree in Naval and Ocean Engineering
0 4
Final Year Dissertation
Degree in Industrial Technology Engineering
0 4
Final Year Dissertation
Automation and Industrial Electronics Engineering
0 4
Introduction to Machine Learning
Master in Industrial Engineering
Master in Industrial Engineering
0 13.5
Master's Dissertation
Master's Degree in Industrial Computing and Robotics
0 4
Mobile Robotics
Master's Degree in Industrial Computing and Robotics
0 5.5
Research Lab Internship
Master in Industrial Engineering
0 0.75
Robotics
Degree in Computer Engineering
0 7
Work Placement
Degree in Industrial Technology Engineering
0 1
Work Placement
Master in Industrial Engineering
0 5.25
Work Placement
Master in Industrial Engineering
0 3.75
Subject and involved studies Distance hours Total hours
Autonomous Marine Vehicles
Erasmus Mundus Master Degree Sustainable Ship and Shipping 4.0
0 15.5
Autonomous Robotics Applications
Master's Degree in Industrial Computing and Robotics
0 3
Computting
Degree in Industrial Technology Engineering
Degree in Mechanical Engineering
0 30
Final Year Dissertation
Degree in Industrial Technology Engineering
0 12
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Introduction to Machine Learning
Master in Industrial Engineering
Master in Industrial Engineering
0 24
Mobile Robotics
Master's Degree in Industrial Computing and Robotics
0 10.5
Robotics
Degree in Computer Engineering
0 7
Work Placement
Master in Industrial Engineering
0 2.25
Work Placement
Master in Industrial Engineering
0 1.5
Subject and involved studies Distance hours Total hours
Autonomous Robotics Applications
Master's Degree in Industrial Computing and Robotics
0 2
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
Industrial Engineering
0 30
Computting
Degree in Industrial Technology Engineering
Degree in Mechanical Engineering
0 30
Final Year Dissertation
Degree in Mechanical Engineering
Simultaneous Program of the Degree in Mechanical Ingineering and the Degree in Naval and Ocean Engineering
Simultaneous Program of the Degree in Mechanical Ingineering and the Degree in Naval and Ocean Engineering
0 12
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 14.7
Introduction to Machine Learning
Master in Industrial Engineering
0 12
Mobile Robotics
Master's Degree in Industrial Computing and Robotics
0 8.5
Robotics
Degree in Computer Engineering
0 7
Work Placement
Master in Industrial Engineering
0 0.75
Work Placement
Master in Efficiency and Energy Use
0 1
Subject and involved studies Distance hours Total hours
Computer Science
Automation and Industrial Electronics Engineering
Degree in Electrical Engineering
0 30
Computting
Degree in Industrial Technology Engineering
Degree in Mechanical Engineering
0 30
Final Year Dissertation
Degree in Industrial Technology Engineering
0 4
Introduction to Machine Learning
Master in Industrial Engineering
0 14
Master's Dissertation
Master´s in Industrial Engineering
0 4
Robotics
Degree in Computer Engineering
0 21
Work Placement
Master´s in Industrial Engineering
0 0.5

Defined tutoring by teacher for 2023/2024 academic course.

Ferrol Engineering Polytechnic University College

Quarter Day Site
1st quarter Monday
12:30 a 14:00
Despacho 2 (Talleres Tecnológicos)
1st quarter Wednesday
12:30 a 14:00
Despacho 2 (Talleres Tecnológicos)
1st quarter Thursday
16:00 a 19:00
Despacho 2 (Talleres Tecnológicos)
2nd quarter Monday
10:00 a 12:00
Despacho 2 (Talleres Tecnológicos)
2nd quarter Monday
15:30 a 17:30
Despacho 2 (Talleres Tecnológicos)
2nd quarter Thursday
08:30 a 10:30
Despacho 2 (Talleres Tecnológicos)

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Design and realization of the humanoid robot head by 3D printing
Improvement of the mobile robot platform simulation model controlled by Smartphone
Poppy's humanoid robot arm extension
Autonomous navigation system for a quadricopter
Robobo: open-source mobile robotic platform controlled from a smartphone

Research results

Select merit type and year to query research merits.

Representación en aprendizaje continuo y abierto en robots inteligentes.

Funding entity Ministerio de Ciencia e Innovación
Main researches Jose Antonio Becerra Permuy (IP1) / Richard Duro Fernández (IP2)
Type Proyecto Programas Nacionales
Dates From 01/09/2022 to 31/08/2025

Tutor de programación inteligente mediante robótica simulada

Funding entity Ministerio de Ciencia e Innovación
Main researches Francisco Javier Bellas Bouza (IP1) / Óscar Fontenla Romero (IP2)
Type Proyecto Programas Nacionales
Dates From 01/12/2022 to 30/11/2024

AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC 2021

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Richard Duro Fernández
Type Proyecto Programas Autonomicos
Dates From 01/01/2021 to 20/11/2024

Arquitectura cognitiva para robots con adaptación de comportamiento autónomamente motivada

Funding entity Ministerio de Ciencia, Innovación y Universidades
Main researches Richard José Duro Fernández / Francisco J. Bellas Bouza
Type Proyecto Programas Nacionales
Dates From 01/01/2019 to 31/12/2021

SIMMAP:Captación y procesamiento de imágenes de sensorización semi-remota.

Funding entity Ministerio de Economía y Competitividad (MINECO)
Main researches RICHARD DURO FERNÁNDEZ
Type Proyecto Programas Nacionales
Dates From 01/01/2016 to 31/12/2018

TÉCNICAS DE INTELIGENCIA COMPUTACIONAL PARA EL PROCESADO DE IMAGEN HIPERESPECTRAL Y LA EXTENSIÓN Y POPULARIZACIÓN DE SUS APLICACIONES I

Funding entity Ministerio de Economía y Competitividad
Main researches Richard José Duro Fernández
Type Proyecto Programas Nacionales
Dates From 01/01/2012 to 31/12/2014

CONTRATO DE INVESTIGACIÓN ENTRE A UDC, CEDERVALL ESPAÑA, S.A. E FEUGA PARA O PROXECTO "ESTUDO E DEFINICIÓN DE NOVOS TIMÓNS DE ALTAS PRESTACIÓNS E BAIXO COSTE DE FABRICACIÓN E MANTEMENTO PARA BUQUES DE TAMAÑO MEDIO (PGIDIT06DPI165E)

Funding entity CEDERVALL
Type Contrato
Dates From 17/01/2007 to 30/09/2009

Grupo Integrado de Ingeniería (GII)

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

Sistema robótico avanzado para la eliminación de riesgos en las actividades de chorreado en la construcción naval

Funding entity NAVANTIA
Main researches Richard Duro Fernández
Type Proyecto Otros Programas
Dates From 01/01/2006 to 31/12/2008

CONTRATO PARA LA REALIZACIÓN DEL PROYECTO "SISTEMA DE APOYO A LA CONSULTORÍA" ENTRE CONDE Y NIETO DE ALMEIDA ASOCIADOS, S.L..,RICHARD J. DURO FERNÁNDEZ Y LA FUDC

Funding entity CONDE Y NIETO DE ALMEIDA ASOCIADOS, S.L.
Type Contrato
Dates From 20/09/2004 to 20/09/2006

CONTRATO PARA LA REALIZACIÓN DEL PROYECTO "SISTEMA INTELIGENTE Y DISTRIBUIDO PARA MANTENIMIENTO PREDICTIVO" ENTRE LA EMPRESA PICOBELLO ANDALUCITA, S.L., FERNANDO LÓPEZ PEÑA, RICHARD J. DURO FERNÁNDEZ Y LA FUDC

Funding entity PICOBELLO ANDALUCITA, S.L.
Main researches Fernando López Peña
Type Contrato
Dates From 20/09/2004 to 20/09/2007

Using Multisensor Fusion and Neural Network Techniques for Robot Control

Type Proyecto Otros Programas
Dates From 05/03/2002 to 05/03/2004

Motivational engine and long-term memory coupling within a cognitive architecture for lifelong open-ended learning

Authors José Antonio Becerra, Alejandro Romero, Francisco Bellas, Richard J. Duro
Journal Neurocomputing Vol. 452 (pages 341 to 354)
DOI https://doi.org/10.1016/j.neucom.2019.10.124

Motivation as a tool for designing lifelong learning robots

Authors Alejandro Romero, Francisco Bellas, José A. Becerra, Richard J. Duro
Journal INTEGRATED COMPUTER-AIDED ENGINEERING Vol. 27 Num. 4 (pages 353 to 372)
DOI https://doi.org/10.3233/ica-200633

Simplifying the Creation and Management of Utility Models in Continuous Domains for Cognitive Robotics

Authors Richard José Duro Fernández, Alejandro Romero, Abraham Prieto, F. Bellas
Journal Neurocomputing (pages 1 to 12)
DOI https://doi.org/10.1016/j.neucom.2018.07.093

Perceptual Generalization and Context in a Network Memory Inspired Long-Term Memory for Artificial Cognition

Authors Richard J. Duro, Jose A. Becerra, Juan Monroy, Francisco Bellas
Journal International Journal of Neural Systems Vol. 29 Num. 6 (pages 1 to 26)
DOI https://doi.org/10.1142/s0129065718500533

Introducing Separable Utility Regions in a Motivational Engine for Cognitive Developmental Robotics

Authors Abraham Prieto Garcia, Alejandro Romero, F. Bellas, Rodrigo Salgado, Richard José Duro Fernández
Journal INTEGRATED COMPUTER-AIDED ENGINEERING Vol. 26 Num. 2 (pages 1 to 18)

Introducing Synaptic Delays in the NEAT Algorithm to Improve Modelling in Cognitive Robotics

Authors Richard José Duro Fernández, Pilar Caamaño Sobrino, Rodrigo Salgado, F. Bellas
Journal NEURAL PROCESSING LETTERS Vol. 43 (pages 479 to 504)

Motivational engine with autonomous sub¿goal identification for the Multilevel Darwinist Brain

Authors Richard José Duro Fernández, Rodrigo Salgado, Abraham Prieto Garcia, F. Bellas, L. Calvo-Varela
Journal Biologically Inspired Cognitive Architectures Vol. 17 (pages 1 to 11)

Real-time optimization of dynamic problems through distributed Embodied Evolution

Authors Richard José Duro Fernández, Abraham Prieto Garcia, F. Bellas, P. Trueba
Journal INTEGRATED COMPUTER-AIDED ENGINEERING Vol. 23 (pages 237 to 253)

An Evolution Friendly Modular Architecture to Produce Feasible Robots

Authors Richard José Duro Fernández, A. Faíña, F. Bellas, D. Souto, Felix Orjales
Journal ROBOTICS AND AUTONOMOUS SYSTEMS Vol. 63 (pages 195 to 205)

tau-NEAT: Initial Experiments in Precise Temporal Processing through Neuroevolution

Authors Maria del Pilar Caamaño Sobrino, Richard José Duro Fernández, F. Bellas
Journal Neurocomputing Vol. 150 (pages 43 to 49)

Towards the standardization of distributed Embodied Evolution

Authors Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández, P.Trueba
Journal Information Sciences Vol. 312 (pages 55 to 77)

A Role for Sleep in Artificial Cognition through Deferred Restructuring of Experience in Autonomous Machines

Authors Richard José Duro Fernández, F. Bellas, José Antonio Becerra Permuy, Rodrigo Salgado
Journal ADVANCES IN ARTIFICIAL LIFE- LECTURE NOTES IN ARTIFICIAL INTELLIGENCE (pages 1 to 10)

Dynamic Learning in Cognitive Robotics through a Procedural Long Term Memory

Authors F. Bellas, Pilar Caamaño Sobrino, Faíña, A., Richard José Duro Fernández
Journal EVOLVING SYSTEMS Vol. 5 (pages 49 to 63)

EDHMoR: Evolutionary designer of heterogeneous modular robots

Authors Andrés Faíña, F. Bellas, Fernando López Peña, Richard José Duro Fernández
Journal Engineering Applications of Artificial Intelligence Vol. 26 (pages 2408 to 2423)

Evolutionary Algorithm Characterization in Real Parameter Optimization Problems

Authors P. Caamaño, F. Bellas, José Antonio Becerra Permuy, Richard José Duro Fernández
Journal Applied Soft Computing Vol. 13 (pages 1902 to 1921)

Hyperspectral Image Segmentation through Evolved Cellular Automata

Authors Blanca Priego, Daniel Souto, F. Bellas, Richard José Duro Fernández
Journal PATTERN RECOGNITION LETTERS Vol. 34 (pages 1648 to 1658)

Implicit and Robust Evaluation Methodology for the Evolutionary Design of Feasible Robots

Authors Andrés Faiña Rodriguez-Vila, Felix Orjales, F. Bellas, Richard José Duro Fernández
Journal Lectures Notes in Computer Science (pages 102 to 111)

Multiscale Dynamic Learning in Cognitive Robotics

Authors P. Caamaño, Andrés Faiña, F. Bellas, Richard José Duro Fernández
Journal Lectures Notes in Computer Science (pages 56 to 65)

Scalable Task Assignment for Heterogeneous Multi-robot Teams

Authors Paula García, P. Caamaño, Richard José Duro Fernández, F. Bellas
Journal International Journal of Advanced Robotic Systems Vol. 10

Specialization analysis of embodied evolution for robotic collective tasks

Authors P. Trueba, P. Caamaño, Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández
Journal ROBOTICS AND AUTONOMOUS SYSTEMS Vol. 61 (pages 682 to 693)

Social learning for collaboration through ASiCo based neuroevolution

Authors Richard José Duro Fernández, F. Bellas, Abraham Prieto, Alejandro Paz-Lopez
Journal JOURNAL OF INTELLIGENT & FUZZY SYSTEMS Vol. 22 (pages 125 to 139)

An Adaptive Approach for the Progressive Integration of Spatial and Spectral Features When Training Ground-Based Hyperspectral Imaging Classifiers

Authors Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández, Fernando López Peña
Journal IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT Vol. 59 (pages 2083 to 2093)

Automatic Behaviour Pattern Classification for Social Robots

Authors Abraham Prieto Garcia, F. Bellas, Maria del Pilar Caamaño Sobrino, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 6076 (pages 88 to 95)

Open-ended Evolution as a means to Self-Organize Heterogeneous Multi-Robot Systems in Real Time

Authors Abraham Prieto Garcia, Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández
Journal ROBOTICS AND AUTONOMOUS SYSTEMS Vol. 58 (pages 1282 to 1291)

Real Valued Multimodal Fitness Landscape Characterization for Evolution

Authors Maria del Pilar Caamaño Sobrino, Abraham Prieto Garcia, Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 6443 (pages 567 to 574)

Self-organizing Robot Teams Using Asynchronous Situated Co-evolution

Authors Abraham Prieto Garcia, F. Bellas, Jose Antonio Becerra Permuy, Blanca Priego Torres, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 6226 (pages 565 to 574)

Automatic model decomposition and reuse in an evolutionary cognitive mechanism

Authors Richard José Duro Fernández, F. Bellas, Maria del Pilar Caamaño Sobrino, Gervasio Varela Fernández
Journal EVOLVING SYSTEMS Vol. 1 (pages 129 to 141)

Multilevel Darwinist Brain (MDB): Artificial Evolution in a Cognitive Architecture for Real Robots

Authors F. Bellas, Richard José Duro Fernández, Andrés Faíña Rodríguez-Vila, Daniel Souto García
Journal IEEE TRANSACTIONS ON AUTONOMOUS MENTAL DEVELOPMENT Vol. 2 Num. 4 (pages 340 to 354)

A Behavior Based Architecture with Auction-Based Task Assignment for Multi-robot Industrial Applications

Authors Paula García, Maria del Pilar Caamaño Sobrino, F. Bellas, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5602 Num. 2 (pages 372 to 381)

Adaptively Coordinating Heterogeneous Robot Teams through Asynchronous Situated Coevolution

Authors Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5864 (pages 75 to 82)

An Incremental Learning Algorithm for Optimizing High-Dimensional ANN-Based Classification Systems

Authors Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández, Fernando López Peña
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5506 Num. 1 (pages 1037 to 1044)

Asynchronous Situated Coevolution and Embryonic Reproduction as a Means to Autonomously Coordinate Robot Teams

Authors Abraham Prieto Garcia, F. Bellas, Andrés Faíña Rodríguez-Vila, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5711 (pages 351 to 359)

Automatic Speech-Lip Synchronization System for 3D Animation

Authors Juan Monroy Camafreita, F. Bellas, Richard José Duro Fernández, López, R., A. Puentes, J. Isaac
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5711 (pages 122 to 129)

Hydrodynamic Design of Control Surfaces for Ships Using a MOEA with Neuronal Correction

Authors Vicente Díaz Casás, F. Bellas, Fernando López Peña, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5572 (pages 96 to 103)

Using Promoters and Functional Introns in Genetic Algorithms for Neuroevolutionary Learning in Non-Stationary Problems

Authors F. Bellas, Jose Antonio Becerra Permuy, Richard José Duro Fernández
Journal Neurocomputing Vol. 72 (pages 2134 to 2145)

Using Spiking Neural Networks for the Generation of Coordinated Action Sequences in Robots

Authors Maria del Pilar Caamaño Sobrino, Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5506 Num. 1 (pages 1013 to 1020)

A Complex Systems Based Tool for Collective Robot Behavior Emergence and Analysis

Authors Abraham Prieto Garcia, F. Bellas, Maria del Pilar Caamaño Sobrino, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5271 (pages 633 to 640)

An adaptive approach for the progressive integration of spatial and spectral features when training ground based hyperspectral imaging classifiers

Authors Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández, Fernando López Peña
Journal IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT (pages 0 to 0)

Improving Performance in HPC Centers by Modeling Users Through an Evolutionary Virtual Interface

Authors Juan Monroy Camafreita, F. Bellas, Jose Antonio Becerra Permuy, Richard José Duro Fernández
Journal IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT Vol. 57 (pages 1885 to 1893)

Internal and External Memory in Neuroevolution for Learning in Non-stationary Problems

Authors F. Bellas, Jose Antonio Becerra Permuy, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 5040 (pages 62 to 72)

Auto adjustable ANN-based classification system for optimal high dimensional data analysis

Authors Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández, Fernando López Peña
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4507 (pages 588 to 596)

Evolutionary Tool for the Incremental Design of Controllers for Collective Behaviors

Authors Maria del Pilar Caamaño Sobrino, Abraham Prieto Garcia, Jose Antonio Becerra Permuy, Richard José Duro Fernández, F. Bellas
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4527 (pages 587 to 596)

Incremental Evolution of Stigmergy-Based Multi Robot Controllers Through Utility Functions

Authors Maria del Pilar Caamaño Sobrino, Jose Antonio Becerra Permuy, Richard José Duro Fernández, F. Bellas
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4693 (pages 1187 to 1195)

Adaptive Learning Application of the MDB Evolutionary Cognitive Architecture in Physical Agents

Authors F. Bellas, Andrés Faiña Rodriguez-Vila, Abraham Prieto Garcia, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4095 (pages 434 to 445)

Integration of Spatial Information in Hyperspectral Imaging for Real Time Quality Control in an Andalusite Processing Line

Authors Abraham Prieto Garcia, F. Bellas, Fernando López Peña, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 4253 (pages 292 to 299)

Using adaptive artificial neural networks for reconstructing irregularly sampled laser Doppler velocimetry signals

Authors Fernando López Peña, Francisco Bellas Bouza, Richard José Duro Fernández, H. Simon
Journal IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT Vol. 55 Num. 3 (pages 916 to 922)
DOI https://doi.org/10.1109/tim.2006.873773

A Comparison of Gaussian Based ANNs for the Classification of Multidimensional Hyperspectral Signals

Authors Abraham Prieto Garcia, F. Bellas, Richard José Duro Fernández, Fernando López Peña
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3512 (pages 829 to 836)

A Profiling Based Intelligent Resource Allocation System

Authors Juan Monroy Camafreita, Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández, Fernando López Peña
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3681 (pages 840 to 846)

Blind Signal Separation through Cooperating ANNs

Authors F. Bellas, Richard José Duro Fernández, Fernando López Peña
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3681 (pages 847 to 853)

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)

Evolution of Cooperating ANNs through Functional Phenotypic Affinity

Authors F. Bellas, Jose Antonio Becerra Permuy, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3512 (pages 333 to 340)

Induced behaviour in a Real Agent using the Multilevel Darwinist Brain

Authors F. Bellas, Jose Antonio Becerra Permuy, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 3562 (pages 425 to 434)

Aplicación de Algoritmos Genéticos para optimizar curvas termogravimétricas

Authors Matilde Ríos Fachal, María Teresa Iglesias Otero, Salvador Naya, F. Bellas
Journal ANALES DE INGENIERÍA MECÁNICA Vol. 2 Num. 15 (pages 1395 to 1403)

Some Thoughts on the use of Sampled Fitness Functions for the Multilevel Darwinist Brain

Authors F. Bellas, Richard José Duro Fernández
Journal Information Sciences Vol. 161 (pages 159 to 179)

Introducing Long Term Memory in an ANN based Multilevel Darwinist Brain

Authors F. Bellas, Richard José Duro Fernández
Journal LECTURE NOTES IN COMPUTER SCIENCE Vol. 2686 (pages 590 to 597)

A Modular Architecture for Developing Robots for Industrial Applications

Authors Andrés Faiña. Felix Orjales. Daniel Souto. F. Bellas. Richard José Duro Fernández
Book Advances in Intelligent Robotics and Collaborative Automation
Publishing: River Publishers.
ISBN: 978-87-93237-03-2
Pages From 1 to 25

Brain-Like Robotics

Authors Richard José Duro Fernández. F. Bellas. José Antonio Becerra Permuy
Book Springer Handbook of Bio/Neuroinformatics
Publishing: Springer Berlin Heidelberg.
ISBN: 978-3-642-30573-3
Pages From 1019 to 1056

Training Cellular Automata for Hyperspectral Image Segmentation

Authors Blanca Priego. Daniel Souto. F. Bellas. Richard José Duro Fernández
Book Advanced Data Acquisition and Intelligent Data Processing
Publishing: River Publishers.
ISBN: 978-8-793-10273-6
Pages From 271 to 292

An Evolved Cellular Automata Based Approach to Hyperspectral Image Processing

Authors Blanca Priego. Daniel Souto. F. Bellas. Fernando López Peña. Richard José Duro Fernández
Book Advanced Techniques for Knowledge Engineering and Innovative Applications
Publishing: Springer.
ISBN: 978-3-642-42017-7
Pages From 115 to 135

Temporal Based Process Classification Approach Using Hyperspectral Image Sequences

Authors F. Bellas. Richard José Duro Fernández. Fernando López Peña. Blanca Priego. Daniel Souto
Book Digital Image and Signal Processing for Measurement Systems
Publishing: River Publishers.
ISBN: 978-87-92329-29-5
Pages From 267 to 287

Unsupervised segmentation of hyperspectral images through evolved cellular automata.

Authors F. Bellas. Richard José Duro Fernández. Blanca Priego. Daniel Souto
Book Advances in Knowledge¿Based and Intelligent Information and Engineering Systems
Publishing: IOS PRESS.
ISBN: 978-1-61499-104-5
Pages From 2160 to 2169

Automatic Speech-Lip Synchronization System for 3D Animation

Authors Juan Monroy Camafreita. F. Bellas. Richard José Duro Fernández. López, R.. Antonio Puentes. Jacques Isaac
Book Lecture Notes Computer Science: Image Analysis and Processing
Publishing: SPRINGER.
ISBN: 978-3-642-24087-4
Pages From 122 to 129

Web-based Multimedia Tools for Monitoring and E-learning

Authors F. Bellas. Óscar Fontenla-Romero. Noelia Sánchez-Maroño. Jose Antonio Becerra Permuy
Book Monitoring and Assessment in Online Collaborative Environments
Vol. - Publishing: IGI Global - Information Science Reference.
ISBN: 978-1-60566-786-7
Pages From 1 to 21

Evolutionary architecture for lifelong learning and real-time operation in autonomous robots

Authors Richard José Duro Fernández. F. Bellas. Jose Antonio Becerra Permuy
Book Evolving Intelligent Systems: methodology and applications
Vol. - Publishing: Wiley-IEEE Press.
ISBN: 978-0-470-28719-4
Pages From 365 to 400

Automatic Preprocessing and Classification System for High Resolution Ultra and Hyperspectral Images

Authors Abraham Prieto Garcia. F. Bellas. Fernando López Peña. Richard José Duro Fernández
Book Computational Intelligence for Remote Sensing
Vol. - Publishing: Springer.
ISBN: 978-3-540-79352-6
Pages From 313 to 340

Evolution with Sampled Fitness Functions

Authors F. Bellas. Jose Antonio Becerra Permuy. 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 255 to 268

Desarrollo de un plan de estudios de Inteligencia Artificial para educación pre-universitaria en Europa

Autor Sara Guerreiro Santalla
Director/s Francisco Javier Bellas Bouza
Scope Escuela Politécnica de Ingeniería de Ferrol
Qualification Sobresaliente Cum Laude

e-MDB: A cognitive architecture for lifelong open-ended learning autonomy in robotic systems

Autor Alejandro Romero Montero
Director/s Francisco Javier Bellas Bouza; Richard José Duro Fernández
Scope Escuela Politécnica de Ingeniería de Ferrol
Qualification Sobresaliente Cum Laude

Optimización en sistemas multi-robot mediante Embodied Evolution

Autor Pedro José Trueba Martínez
Director/s Francisco Javier Bellas Bouza; Abraham Prieto García
Scope Computación
Qualification Sobresaliente Cum Laude

Caracterización de espacios de calidad y algoritmos evolutivos en problemas de optimización con codificación real

Autor Maria Del Pilar Caamaño Sobrino
Director/s José Antonio Becerra Permuy; Francisco Javier Bellas Bouza
Scope Computación
Qualification Sobresaliente Cum Laude

Un sistema robótico modular heterogéneo para entornos dinámicos y no estructurados

Autor Andres Faiña Rodriguez-Vila
Director/s Richard José Duro Fernández; Francisco Javier Bellas Bouza
Scope Ingeniería Industrial 2
Qualification Sobresaliente Cum Laude

Estudio de la co-evolución asíncrona situada para la resolución de problemas dinámicos descentralizados en ingeniería

Autor Abraham Prieto García
Director/s Francisco Javier Bellas Bouza;Richard José Duro Fernández
Scope Ingeniería Industrial 2
Qualification Sobresaliente Cum Laude

The School Path Guide: A Practical Introduction to Representation and Reasoning in AI for High School Students
Artificial Intelligence in Education. AIED 2021. Lecture Notes in Computer Science
International

Authors Sara Guerreiro-Santalla, Francisco Bellas, Óscar Fontenla-Romero
Place Utrecht (Países Bajos)
DOI https://doi.org/10.1007/978-3-030-78270-2_15

SARDAM: Service Assistant Robot for Daily Activity Monitoring
3rd XoveTIC Conference
Autonomous

Authors Celtia Meizoso Lamas, Francisco Bellas, Bertha Guijarro-Berdiñas
Organization Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC)
Place Coruña, A (España)
DOI https://doi.org/10.3390/proceedings2020054003

A Cognitive Developmental Robotics Architecture for Lifelong Learning by Evolution in Real Robots
2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010). 2010 International Joint Conference on Neural Networks (IJCNN 2010)
International

Authors F. Bellas, Andrés Faíña Rodríguez-Vila, Gervasio Varela Fernández, Richard José Duro Fernández
Place Barcelona (España)

A Tool for the Automatic Comparison of Student Code in the Context of Computational Programming Teaching
ICEUTE 2010 1st International Conference on European Transnational Education
International

Authors Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández, Gervasio Varela Fernández, Fernando López Peña
Place Burgos (España)

Lifelong Learning by Evolution in Robotics: Bridging the Gap from Theory to Reality
EIS 2010 International Symposium on Evolving Intelligent Systems
International

Authors Borja Santos-Díez Vázquez, F. Bellas, Andrés Faíña Rodríguez-Vila, Richard José Duro Fernández
Place Leicester (Reino Unido)

Population Dynamics Analysis in an Agent-based Arti?cial Life System for Engineering Optimization Problems
2009 IEEE Congress on Evolutionary Computation
International

Authors Abraham Prieto Garcia, Maria del Pilar Caamaño Sobrino, F. Bellas, Richard José Duro Fernández
Place Trondheim (Noruega)

Application Domain Study of Evolutionary Algorithms in Optimization Problems
Genetic Evolutionary and Computation Conference 2008
International

Authors Maria del Pilar Caamaño Sobrino, Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández
Place Atlanta (Estados Unidos)

Asociación de investigadores Parga Pondal
I Xornadas dos Investigadores Parga Pondal e Ramón y Cajal de Galicia
National

Authors Daniel Fernández Mosquera, F. Bellas, Laffon, B.
Place Santiago de Compostela (España)

Metodología del trabajo y experiencias de aprendizaje colaborativo y evaluación continua en la disciplina de Sistemas Multiagente
JENUI 2007, XIII Jornadas de Enseñanza Universitaria de la Informática
National

Authors F. Bellas, Amparo Alonso-Betanzos
Place Teruel (España)

Initial development of HABLA (Hardware Abstraction Layer). A middleware software tool
4th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2007)
International

Authors Andrés Faíña Rodríguez-Vila, F. Bellas, Richard José Duro Fernández
Place Angers (Francia)

BDesigner: Una Herramienta Evolutiva para la Creación de Comportamientos Colaborativos
V Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'07)
National

Authors Maria del Pilar Caamaño Sobrino, Abraham Prieto Garcia, F. Bellas, Jose Antonio Becerra Permuy, Richard José Duro Fernández
Organization Universidad de La Laguna
Place Puerto de la Cruz (España)

Adaptive Spatio-Spectral Hyperspectral Image Processing for Online Industrial Classification of Inhomogeneous Materials
2006 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications (CIMSA 2006)
International

Authors Richard José Duro Fernández, Fernando López Peña, F. Bellas, Abraham Prieto Garcia
Place Coruña, A (España)

Intelligent Virtual Interface for Improving Performance in HPC Centers by Modelling Users and their SatisfactionAn Adaptive Visual Gesture Based Interface for Human Machine Interaction in Intelligent Workspaces
2006 IEEE International Conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems (VECIMS 2006)
International

Authors Richard José Duro Fernández, Jose Antonio Becerra Permuy, F. Bellas, Juan Monroy Camafreita
Place Coruña, A (España)

Automatic Profiling and Behavior Prediction of Computer system Users
2006 IEEE International Workshop on Measurement Systems for Homeland Security, Contraband Detection and Personal Safety (IMS 2006)
International

Authors Juan Monroy Camafreita, Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández, Fernando López Peña
Place Alexandria, VA (Estados Unidos)

Parallel Job Scheduling through Evolutionary Based Cognitive Strategies
2006 IEEE World Congress on Computational Intelligence (WCCI 2006)
International

Authors Richard José Duro Fernández, Jose Antonio Becerra Permuy, F. Bellas, Juan Monroy Camafreita
Place Vancouver (Canadá)

Snake-Like Behaviors Using Macroevolutionary Algorithms and Modulation based Architectures
7th International FLINS Conference (FLINS 2006)
International

Authors Jose Antonio Becerra Permuy, F. Bellas, Richard José Duro Fernández, J. de Lope
Place Génova (Italia)

Construction of a Memory Management System in an On-line Learning Mechanism
European Symposium on Artificial Neural Networks(ESSANN 2006)
International

Authors F. Bellas, Richard José Duro Fernández
Place Brujas (Bélgica)

Some experimental results with a two level memory management system in the multilevel darwinist brain.
European Symposium on Artificial Neural Networks(ESSANN 2006)
International

Authors F. Bellas, Richard José Duro Fernández
Place Brujas (Bélgica)

Aportaciones e ideas para el rediseño de la asignatura de Fundamentos de Informática al EEES
JENUI 2006, XII Jornadas de Enseñanza Universitaria de la Informática
National

Authors Noelia Sánchez-Maroño, Óscar Fontenla-Romero, F. Bellas
Place Bilbao (España)

On the use of Delay Based Networks in the Analysis of Turbulent Signals
CIMSA 2005
International

Authors Fernando López Peña, F. Bellas, Richard José Duro Fernández, H. Simon
Place Giardini Naxos (Italia)

Analysis of Hot-Wire Anemometer Turbulent Signals by Means of Delay Based Network
IDAACS¿2005
International

Authors F. Bellas, Fernando López Peña, Richard José Duro Fernández, H. Simon
Place Sofía (Bulgaria)

Multilevel Darwinist Brain in Robots, Initial Implementation
1st International Conference on Informatics in Control, Automation and Robotics (ICINCO 2004)
International

Authors F. Bellas, Richard José Duro Fernández
Place Setúbal (Portugal)

Algoritmo Evolutivo Basado en Afinidad para la Extracción de Primitivas
Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'04)
National

Authors F. Bellas, Richard José Duro Fernández
Organization Universidad de Córdoba
Place Córdoba (España)

Generación Automática de Modelos de Mundo mediante Algoritmos Genéticos basados en Genes Promotores
II Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados
National

Authors F. Bellas, Richard José Duro Fernández
Organization Universidad de Oviedo
Place Gijón (España)

Positions

Academic or management positions held by teacher.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 15/03/2023.

Xunta da Escola Politécnica de Enxeñaría de Ferrol

PDI (Membros Natos)

From 15/03/2023.

Comisión Académica M. U. Informática Industrial e Robótica

Vocal PDI

From 21/07/2022.

Comisión Académica de la Escuela Universitaria Politécnica

Vocal PDI

From 22/12/2017.

Xunta da Escola Politécnica de Enxeñaría de Ferrol

PDI (Membros Natos)

From 04/11/2021 to 14/03/2023.

Xunta da Escola Politécnica Superior

PDI (Membros Natos)

From 10/03/2021 to 03/11/2021.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)