| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Redes de Neuronas Artificiales y Sistemas Adaptativos - Imagen Médica y Diagnóstico Radiológico |
| Research lines | Procesado de señales e imágenes mediante técnicas de Aprendizaje Máquina |
| Keywords | Redes de Neuronas Artificiales, Aprendizaje Máquina, Computación Evolutiva |
| Contacto | UDC directory |
| Orcid id0000-0001-8245-3094 Scopus6603716776 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Total hours |
|---|---|---|
| Computer Graphics and Visualization | Optional | 21 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 4 |
| Intelligent Systems | Compulsory | 98 |
| Machine Learning | Optional | 58.5 |
| Machine Learning I | Compulsory | 17 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 12 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 63 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 76 |
|
Machine Learning
Degree in Computer Engineering
|
Optional | 57 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 4 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 49 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 106 |
|
Machine Learning
Degree in Computer Engineering
|
Optional | 57 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 21 |
|
Degree Thesis Project
Computer Engineering
|
Compulsory | 2 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 12 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 42.5 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 100 |
|
Machine Learning
Degree in Computer Engineering
|
Optional | 43 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 12 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 8 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 42.5 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 106 |
|
Machine Learning
Degree in Computer Engineering
|
Optional | 43 |
| Subject and involved studies | Type | Total hours |
|---|---|---|
|
Computer Graphics and Visualization
Degree in Computer Engineering
|
Optional | 11 |
|
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
|
Optional | 42.5 |
|
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
|
Compulsory | 112 |
|
Machine Learning
Degree in Computer Engineering
|
Optional | 43 |
Defined tutoring by teacher for 2020/2021 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
11:30 a 13:30 |
Despacho 1.15. Edificio Área Científica |
| 2nd quarter |
Tuesday
11:30 a 13:30 |
Despacho 1.15. Edificio Área Científica |
Directed or codirected by current teacher since 2013 year.
| Curae: for a safe aging |
| System for advising on preventive lock-downs in the Vigo estuary due to lipophilic biotoxins |
| Automatic system for the estimation of the weight of solid waste |
| Dynamic sky simulation system with realistic position of the celestial bodies in Unity3D |
| A library development to support the research and comparison of population-based search techniques. |
| Urbunity: a generator system of 3D urban environments |
Select merit type and year to query research merits.
AXUDAS PARA A CONSOLIDACIÓN E ESTRUTURACIÓN DE UNIDADES DE INVESTIGACIÓN COMPETITIVAS.GRC
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2019 to 20/11/2021 |
Waterwatch
| Funding entity | Fondo Europeo de Desarrollo Regional (FEDER) |
| Main researches | Juan Ramón Rabuñal Dopico |
| Type | Contrato |
| Dates | From 20/01/2016 to 31/12/2018 |
Axudas para acreditación, estructuración e mellora de Centros de Investigación Singulares do Sistema Universitario de Galicia
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | M. G. Penedo |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2016 to 30/11/2019 |
Adaptación del software ARDEC-INTIC, de una Librería de AAGG de propósito general para la resolución de problemas y del motor de diseño asistido basado en Morfogénesis Genética aplicada sobre nubes de puntos desarrollados todos ellos por investigadores de la UDC, del grupo RNASA-IMEDIR, al sistema informático de la empresa CONSIGA PROJECTS S.L.
| Funding entity | CONSIGA PROJECTS S.L |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 30/12/2015 to 30/06/2016 |
TOVIAS: Visualización, interacción y análisis topográfico
| Funding entity | Centro para el Desarrollo Tecnológico e Industrial (CDTI) |
| Main researches | Juan Ramón Rabuñal Dopico |
| Type | Contrato |
| Dates | From 14/03/2013 to 31/12/2015 |
Proyecto Colaborativo en Informática Médica (CIMED). Innovación científico/técnica para la mejora de la asistencia y gestión de pacientes con seguimiento prolongado
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/09/2013 to 01/09/2016 |
Contrato de colaboración para el desarrollo del proyecto de investigación "Cloud computing para servicios inteligentes de atención al paciente en tiempo real" financiado por la Empresa Sivsa Soluciones Informáticas, SA
| Funding entity | SIVSA, Soluciones Informáticas, S.A. |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 23/04/2013 to 31/12/2014 |
Contrato de Colaboración para el desarrollo del proyecto de investigación "Cloud computing para servicios inteligentes de atención al paciente en tiempo real" financiado por la Empresa Aldaba Servicios Profesionales, SL
| Funding entity | ALDABA SERVICIOS PROFESIONALES, S.L. |
| Main researches | Marcos Gestal Pose |
| Type | Contrato |
| Dates | From 23/03/2013 to 31/12/2014 |
Contrato de Colaboración para el desarrollo del proyecto de investigación "SIGAIM" financiado por la empresa AYCO Internet SL
| Funding entity | AYCO Internet SL |
| Main researches | Daniel Rivero Cebrián |
| Type | Contrato |
| Dates | From 03/04/2013 to 31/12/2014 |
Contarto de colaboracion de desarrollo del proyecto de investigacion SIGAIM financiado por la empresa COREMAIN SLU
| Funding entity | COREMAIN S.L.U. |
| Main researches | Jul¡an Dorado de la Calle |
| Type | Contrato |
| Dates | From 03/04/2013 to 31/12/2014 |
Plataforma HPC-PLUS para aplicaciones biomédicas
| Funding entity | Ministerio de Economía y Competitividad (MINECO) |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2013 to 31/12/2015 |
Ayudas para la consolidación y estructuración de unidades de investigación competitiva. Modalidad de agrupaciones estratégicas (CITIC)
| Funding entity | Xunta de Galicia |
| Main researches | Ricardo Cao Abad |
| Type | Proyecto Programas Autonomicos |
| Dates | From 01/01/2012 to 31/12/2013 |
Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR
| Funding entity | Consellería de Cultura, Educación e Ordenación Universitaria |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Autonomicos |
| Dates | From 19/08/2011 to 18/08/2014 |
Estudio de Sistemas de control de apoyo para la corrección postural mediante técnicas y procedimientos de inteligencia artificial. TICE (Tiras de Control Ergonómico)
| Funding entity | CAMI, Incorporated |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 24/11/2011 to 24/12/2012 |
Acuerdo de colaboración entre Aldaba Servicios Profesionales S.L. y la Universidad de A Coruña en el marco del programa FEDER-INNTERCONECTA GALICIA
| Funding entity | ALDABA Servicios Profesionales, S.L. |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 09/12/2011 to 28/02/2015 |
Acuerdo de colaboración entre Sanatorio Quirúrgico Modelo, S.L. y la Universidad de A Coruña en el marco del programa FEDER-INNTERCONECTA GALICIA
| Funding entity | Sanatorio Quirúrgico Modelo, S.L. |
| Main researches | Alejandro Pazos Sierra |
| Type | Contrato |
| Dates | From 13/12/2011 to 28/02/2015 |
Procesamiento de información mediante redes neurogliales artificiales
| Funding entity | Ministerio de Economía y Competitividad |
| Main researches | Ana Belén Porto Pazos |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/01/2010 to 30/06/2013 |
Contrato para actividades de asesoramiento y asistencia técnica entre la Fundación Universidade da Coruña y A-Cero inmobiliaria Joaquín Torres Arquitectos S.L.
| Funding entity | A-CERO Inmobiliaria Joaquín Torres Arquitectos S.L. |
| Main researches | Julián Dorado De La Calle |
| Type | Contrato |
| Dates | From 31/07/2009 to 31/12/2010 |
Modelización del funcionamiento en términos cuantitativos y cualitativos de cuencas rurales y urbanas mediante técnicas de computación evolutiva
| Funding entity | Ministerio de Educación y Ciencia |
| Main researches | Jerónimo Puertas Agudo |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/10/2007 to 30/09/2010 |
Redes de Neuronas Artificiais e Sistemas Adaptativos-Imaxe Médica e Diagnóstico Radiolóxico (RNASA-IMEDIR)
| Type | Proyecto Otros Programas |
| Dates | From 31/08/2007 to 15/11/2010 |
Grupos de Referencia Competitiva
| Funding entity | Consellería de Educación e Ordenación Universitaria |
| Main researches | Alejandro Pazos Sierra |
| Type | Proyecto Programas Autonomicos |
| Dates | From 10/08/2007 to 10/08/2010 |
Buscador ontologico inteligente para la recuperacion de informacion medica de fuentes heterogeneas.
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Gestal, Alba Cabarcos Bermudez, Daniel Rivero Cebrián, José Antonio Seoane Fernández, Julián Dorado de la Calle, Alejandro Pazos Sierra, Ana Belen Porto Pazos, Juan Ramón Rabuñal Dopico, Javier Pereira Loureiro |
| Application date | 21/03/2012 |
Librería de AAGG de propósito general para la resolución de problemas
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Vanessa Aguiar Pulido, Carlos Fernández Lozano, José Antonio Seoane Fernández, Daniel Rivero Cebrián, Marcos Gestal, Javier Pereira Loureiro, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Application date | 27/09/2011 |
DistClustPG: Sistema Distribuido de Programación Genética con Técnicas coevolutivas
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Alba Catoira Franco, Juan Ramón Rabuñal Dopico, Juan Luis Pérez Ordoñez, Alejandro Pazos Sierra, Julián Dorado de la Calle, Fernando Martínez Abella, Javier Pereira Loureiro, Álvaro Rodríguez Tajes, Daniel Rivero Cebrián, Cristian Robert Munteanu, Javier Berrocal Benito |
| Application date | 02/03/2011 |
| Approval date | 23/06/2011 |
Sistema informático de cálculo de Hidrogramas Unitarios mediante Programación Genética
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Juan Ramón Rabuñal Dopico, Fernando Martínez Abella, Jerónimo Puertas Agudo, Julián Dorado de la Calle, Juan Luís Pérez Ordóñez, Daniel Rivero Cebrián, Alejandro Pazos Sierra, Mónica Miguélez Rico |
| Application date | 15/07/2008 |
| Approval date | 17/11/2008 |
Método y sistema de visión artificial para medida de los movimientos de cuerpos flotantes en un líquido y de la superficie de éste.
| Type | Patente |
| Entity | Universidade da Coruña (UDC) |
| Authors | Juan Ramón Rabuñal Dopico, Daniel Rivero Cebrián, Julián Dorado de la Calle, Óscar Ibáñez Panizo, José Gregorio Iglesias Rodríguez, Alberte Castro, Alejandro Pazos Sierra, Javier Pereira Loureiro, Ana Belen Porto Pazos, Mª de las Nieves Pedreira Souto |
| Application date | 08/05/2008 |
| Approval date | 24/05/2011 |
Librería de PG de Propósito General para la Resolución de Problemas
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Javier Pereira Loureiro, Ana Belen Porto Pazos, Mª de las Nieves Pedreira Souto, Óscar Ibáñez Panizo, Francisco Javier Novoa de Manuel, Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Application date | 05/09/2007 |
| Approval date | 05/09/2007 |
Sistema Evolutivo Paralelo y Distribuido de Programación Genética
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | Marcos Gestal Pose, Miguel Varela Pérez, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra, Alberto Cancela Carollo, Mª de las Nieves Pedreira Souto, Enrique Fernández Blanco, Javier Pereira Loureiro |
| Application date | 01/01/2006 |
| Approval date | 20/04/2006 |
Convolutional neural networks for sleep stage scoring on a two-channel EEG signal - IF:3.050 (Q2)
| Authors | Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Journal | Soft Computing Vol. 24 (pages 4067 to 4079) |
| DOI | https://doi.org/10.1007/s00500-019-04174-1 |
Population Subset Selection for the Use of a Validation Dataset for Overfitting Control in Genetic Programming (Q3 - JCR: 2.039)
| Authors | Daniel Rivero Cebrián, Enrique Fernández Blanco, Carlos Fernández Lozano, Alejandro Pazos Sierra |
| Journal | JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE Vol. 32 Num. 2 (pages 243 to 271) |
| DOI | https://doi.org/10.1080/0952813x.2019.1647562 |
Classical Music Prediction and Composition by Means of Variational Autoencoders - IF: 2.474 (Q2)
| Authors | Daniel Rivero Cebrián, Ivan Ramírez-Morales, Enrique Fernandez-Blanco, Norberto Ezquerra , Alejandro Pazos Sierra |
| Journal | Applied Sciences Vol. 10 Num. 9 (pages 1 to 14) |
| DOI | https://doi.org/10.3390/app10093053 |
Estimation of the Alcoholic Degree in Beers through Near Infrared Spectrometry Using Machine Learning
| Authors | Brais Galdo, Daniel Rivero Cebrián, Enrique Fernández Blanco |
| Journal | Proceedings Vol. 21 Num. 1 (pages 48 to 48) |
| DOI | https://doi.org/10.3390/proceedings2019021048 |
Determination of egg storage time at room temperature using a low-cost NIR spectrometer and machine learning techniques - IF: 2.201 (Q1)
| Authors | Julian Coronel-Reyes, Ivan Ramírez-Morales, Enrique Fernández Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Journal | COMPUTERS AND ELECTRONICS IN AGRICULTURE Num. 148 (pages 1 to 10) |
| DOI | https://doi.org/10.1016/j.compag.2017.12.030 |
Automated early detection of drops in commercial egg production using neural networks - IF: 0.884 (Q2)
| Authors | Ivan Ramírez-Morales, Enrique Fernández Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Journal | BRITISH POULTRY SCIENCE (pages 1 to 9) |
| DOI | https://doi.org/10.1080/00071668.2017.1379051 |
Using Genetic Algorithms to improve Support Vector Regression in the analysis of Atomic spectra of Lubricant Oils IF:1.495
| Authors | Carlos Fernández Lozano, Francisco Abel Cedrón Santaeufemia, Daniel Rivero Cebrián, Julián Dorado de la Calle, José Manuel Andrade Garda, Alejandro Pazos Sierra, Marcos Gestal Pose |
| Journal | ENGINEERING COMPUTATIONS Vol. 33 Num. 4 (pages 995 to 1005) |
| DOI | https://doi.org/10.1108/ec-03-2015-0062 |
Early warning in egg production curves from commercial hens: A SVM approach - IF: 2.201 (Q1)
| Authors | Ivan Ramírez-Morales, Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Alejandro Pazos Sierra |
| Journal | COMPUTERS AND ELECTRONICS IN AGRICULTURE Vol. 121 (pages 169 to 179) |
| DOI | https://doi.org/10.1016/j.compag.2015.12.009 |
Optimization of NIR calibration models for multiple processes in the sugar industry - IF:2.303 (Q1)
| Authors | Ivan Ramírez-Morales, Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Alejandro Pazos Sierra |
| Journal | CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS Vol. 159 (pages 45 to 57) |
| DOI | https://doi.org/10.1016/j.chemolab.2016.10.003 |
Genetic programming in Civil Engineering
| Authors | Rabuñal, J.R., Pérez-Ordóñez J.L., Daniel Rivero Cebrián, Puertas, J., Martinez Abella, F. |
| Journal | International Journal of Computer Research Vol. 21 Num. 2-3 (pages 51 to 61) |
Example-Based Learning: Development of Business Applications with .NET Technologies
| Authors | Marcos Gestal, José Manuel Vázquez-Naya, Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | RIDU - Revista Digital de Investigación en Docencia Universitaria. (Revista indexada en LatIndex) Vol. 9 Num. 1 (pages 77 to 99) |
A Hybrid Evolutionary System for Automated Artificial Neural Networks Generation and Simplification in Biomedical Applications - IF: 0.770 (Q4)
| Authors | Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Marcos Gestal, Carlos Fernández Lozano, Norberto Ezquerra, Cristian R. Munteanu, Julián Dorado |
| Journal | CURRENT BIOINFORMATICS Vol. 10 Num. 5 (pages 672 to 691) |
| DOI | https://doi.org/10.2174/1574893610666151008012923 |
Aprendizaje basado en ejemplos: Desarrollo de aplicaciones empresariales con tecnologías.NET
| Authors | Marcos Gestal, José M. Vázquez Naya, Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | RIDU - Revista Digital de Investigación en Docencia Universitaria. (Revista indexada en LatIndex) Vol. 9 Num. 1 (pages 77 to 100) |
Classification of signals by means of Genetic Programming. IF: 1.304 (Q2)
| Authors | Enrique Fernández Blanco, Daniel Rivero Cebrián, Marcos Gestal Pose, Julián Dorado de la Calle |
| Journal | Soft Computing Vol. 17 Num. 10 (pages 1929 to 1937) |
| DOI | https://doi.org/10.1007/s00500-013-1036-4 |
Using Genetic Algorithms for Automatic Recurrent ANN Development : An Application to EEG Signal Classification
| Authors | Daniel Rivero Cebrián, Vanessa Aguiar Pulido, Enrique Fernández Blanco, Marcos Gestal |
| Journal | International Journal of Datamining, Modelling and Management Vol. 5 (pages 182 to 191) |
| DOI | https://doi.org/10.1504/ijdmmm.2013.053695 |
Biomedical Data Integration in Computational Drug Design and Bioinformatics. IF: 1.942 (Q1)
| Authors | Seoane, Jose A., Aguiar-Pulido, Vanessa, Munteanu, Cristian R., Daniel Rivero Cebrián, Rabunal, Juan R., Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | Current Computer-Aided Drug Design Vol. 9 Num. 1 (pages 108 to 117) |
| DOI | https://doi.org/10.2174/15734099112089990011 |
Applied Computational Techniques on Schizophrenia using genetic mutations. IF: 3.453 (Q1)
| Authors | Vanessa Aguiar Pulido, Marcos Gestal, Carlos Fernández Lozano, Daniel Rivero Cebrián, Cristian Robert Munteanu |
| Journal | CURRENT TOPICS IN MEDICINAL CHEMISTRY Vol. 13 Num. 5 (pages 675 to 684) |
| DOI | https://doi.org/10.2174/1568026611313050010 |
Genetic Based Spot Detection Method in Two-Dimensional Electrophoresis Images
| Authors | Carlos Fernandez, Seoane, Jose A., Daniel Rivero Cebrián, Julián Dorado |
| Journal | International Journal Information Technologies & Knowledge Vol. 7 Num. 1 (pages 72 to 82) |
Automatic Seizure Detection Based on Star Graph Topological Indices. IF: 2.114 (Q3)
| Authors | Enrique Fernández Blanco, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra, C. Munteanu |
| Journal | Journal of Neuroscience Methods Vol. 209 Num. 2 (pages 410 to 419) |
| DOI | https://doi.org/10.1016/j.jneumeth.2012.07.004 |
Improving Personal Health Record systems using ontologies: Retrieving context-sensitive information
| Authors | Alba Cabarcos Bermudez, Marcos Gestal, Daniel Rivero Cebrián, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | Journal on Computing Vol. 2 Num. 2 (pages 15 to 21) |
| DOI | https://doi.org/10.5176/2010-2283_2.2.162 |
Approach of Genetic Algorithms with Grouping into Species optimized with Predator-Prey method for solving multimodal problems
| Authors | Pablo Seoane Amor, Marcos Gestal, Julián Dorado, Juan Ramón Rabuñal Dopico, Daniel Rivero Cebrián |
| Journal | Advances in Intelligent and Soft Computing Vol. 151 (pages 689 to 697) |
| DOI | https://doi.org/10.1007/978-3-642-28765-7_83 |
Using Genetic Algorithms and kNN for Automatic Frequency Band Selection for Signal Classification
| Authors | Daniel Rivero, Ling Guo, Seoane, Jose A., Julián Dorado de la Calle |
| Journal | IET Signal Processing Vol. 6 Num. 3 (pages 186 to 194) |
| DOI | https://doi.org/10.1049/iet-spr.2010.0215 |
A first approach to improve Personal Health Record systems using ontologies: linking data to get information
| Authors | Alba Cabarcos Bermudez, Marcos Gestal, Daniel Rivero, Alejandro Pazos Sierra |
| Journal | Proceedings of the 2nd Annual Conference on Web Technologies & Internet Applications (WebTech 2012) Vol. 1 (pages 29 to 34) |
Automatic feature extraction using genetic programming: An application to epileptic EEG classification. IF: 2.203 (Q1)
| Authors | Ling Guo, Daniel Rivero Cebrián, Julián Dorado de la Calle, Cristian Robert Munteanu, Alejandro Pazos Sierra |
| Journal | EXPERT SYSTEMS WITH APPLICATIONS Vol. 38 Num. 8 (pages 10425 to 10436) |
Automatic epileptic seizure detection in EEGs based on line length feature and artificial neural networks. IF: 2.1 (Q2)
| Authors | Ling Guo, Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Journal | Journal of Neuroscience Methods Vol. 191 (pages 101 to 109) |
| DOI | https://doi.org/10.1016/j.jneumeth.2010.05.020 |
Epileptic seizure detection using multiwavelet transform based approximate entropy and artificial neural networks. IF: 2.1 (Q3)
| Authors | Ling Guo, Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Journal | Journal of Neuroscience Methods Vol. 193 (pages 156 to 163) |
Generation and simplification of Artificial Neural networks by means of Genetic Programming. IF: 1.43 (Q2)
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Journal | Neurocomputing Vol. 73 (pages 3200 to 3223) |
| DOI | https://doi.org/10.1016/j.neucom.2010.05.010 |
A Genetic Algorithm for ANN Desing, Training and Simplification
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Enrique Fernández Blanco, Alejandro Pazos Sierra |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 5517 (pages 391 to 398) |
Modiflying genetic programming for artificial neural network development for data mining
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Journal | Soft Computing (pages 291 to 305) |
Automatic Recurrent ANN development for signal classification: detection of seizures in EEGs
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Journal | Frontiers in Artificial Intelligence and Applications Vol. 178 (pages 142 to 146) |
Modifying genetic programming for artificial neural network development for data mining. IF: 1.328 (Q2)
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Journal | Soft Computing Vol. 13 Num. 3 (pages 291 to 305) |
Determination of the unit hydrograph of a typical urban basin using genetic programming and artificial neural networks. IF: 1.640 (Q1)
| Authors | Juan Ramón Rabuñal Dopico, Jerónimo Puertas Agudo, Suárez, J., Daniel Rivero Cebrián |
| Journal | Hydrological Processes Vol. 21 (pages 476 to 485) |
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Marcos Gestal |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4507 (pages 94 to 101) |
Automatic Design of ANNs by Menas of GP for Data Mining Task: Iris Flower Classification Problem
| Authors | Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 4431 (pages 276 to 295) |
Building and Simplifying Artificial Neural Networks with Genetic Programming
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Journal | WSEAS Transactions on Information Science & Applications Vol. 4 Num. 3 (pages 500 to 507) |
Artificial Neural Network Development by means of Genetic Programming with Graph Codification
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra, Javier Pereira Loureiro |
| Journal | Transactions on Engineering, Computing and Technology Vol. 15 (pages 209 to 214) |
Time Series Forecast with Anticipation using Genetic Programming
| Authors | Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 3512 (pages 968 to 975) |
Using Genetic Programming for Character Discrimination in Damaged Documents
| Authors | Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Journal | LECTURE NOTES IN COMPUTER SCIENCE Vol. 3005 (pages 349 to 358) |
Genetic Programming: key concepts and examples
| Authors | Daniel Rivero, Marcos Gestal, Juan Ramón Rabuñal Dopico |
| Publishing | Lambert Academic Publishing, (España) |
| ISBN | 978-3-8454-3845-0 |
Soft Computing Methods for Practical Environment Solutions: Techniques and Studies
| Editors | Marcos Gestal, Daniel Rivero Cebrián |
| Publishing | IGI Global, Hershey (Estados Unidos) |
| ISBN | 978-1-61520-893-7 |
Introducción a los Algoritmos Genéticos y la Programación Genética
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Publishing | Servicio de Publicacions Universidade da Coruña, Coruña, A (España) |
| ISBN | 978-84-9749-422-9 |
Genetic Algorithms: key concepts and examples
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Publishing | Lambert Academic Publishing, Saarbrücken (Alemania) |
| ISBN | 978-3-8433-7082-0 |
Implantación de la materia Aprendizaje Automático en el Grado en Ingeniería Informática
| Authors | Daniel Rivero. Marcos Gestal. Julián Dorado. Juan Ramón Rabuñal Dopico. Alejandro Pazos Sierra |
| Book |
Experiencias e innovacion docente en el contexto actual de la docencia universitaria. Publishing: Educación Editora. ISBN: 978-84-15524-14-4 |
| Pages | From 53 to 57 |
Database Analysis with ANNs by Means of Graph Evolution
| Authors | Daniel Rivero Cebrián. Julián Dorado de la Calle. Juan Ramón Rabuñal Dopico. Alejandro Pazos Sierra |
| Book |
Visual Analytics and Interactive Technologies: Data, Text and Web Mining Applications Publishing: IGI Global - Information Science Reference. ISBN: 978-1-60960-102-7 |
| Pages | From 79 to 93 |
A Soft Computing Overview: Artificial Neural Networks and Evolutionary Computation
| Authors | Marcos Gestal. Daniel Rivero Cebrián |
| Book |
Soft Computing Methods for Practical Environment Solutions: Techniques and Studies Vol. - Publishing: IGI Global. ISBN: 978-1-61520-893-7 |
| Pages | From 1 to 11 |
QSPR models for cerebral cortex co-activation networks
| Authors | Humberto González Díaz. Santiago Vilar. Daniel Rivero Cebrián. Enrique Fernández Blanco. Ana Belen Porto Pazos. Cristian R. Munteanu |
| Book |
Topological Indices for Medicinal Chemistry, Biology, Parasitology, Neurological and Social Networks Vol. - Publishing: Transworld Research Network. ISBN: 978-81-7895-489-9 |
| Pages | From 179 to 189 |
Evolutionary Development of ANNs for Data Mining
| Authors | Daniel Rivero Cebrián. Juan Ramón Rabuñal Dopico. Julián Dorado de la Calle. Alejandro Pazos Sierra |
| Book |
Encyclopedia of Data Warehousing and Mining Vol. - Publishing: Information Science Reference. ISBN: 978-1-60566-010-3 |
| Pages | From 829 to 835 |
ANN Development with EC Tools: AN Overview
| Authors | Daniel Rivero Cebrián. Juan Ramón Rabuñal Dopico |
| Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
| Pages | From 125 to 130 |
Envolving Graphs for ANN Development and Simplification
| Authors | Daniel Rivero Cebrián |
| Book |
Encyclopedia of Artificial Intelligence Vol. - Publishing: IGI Global. ISBN: 978-1-59904-849-9 |
| Pages | From 618 to 622 |
Using Genetic Programming to Extract Knowledge from Artificial Neural Networks
| Authors | Daniel Rivero Cebrián. Miguel Varela Pérez. Javier Pereira Loureiro |
| Book |
Artificial Neural Networks in Real-life applications Vol. - Publishing: Idea Group Publishing. ISBN: 1-59140-903-9 |
| Pages | From 116 to 140 |
Knowledge Discovery with Artificial Neural Networks
| Authors | Juan Ramón Rabuñal Dopico. Daniel Rivero Cebrián. Julián Dorado de la Calle. Mª de las Nieves Pedreira Souto |
| Book |
Encyclopedia of Data Warehousing and Mining Vol. - Publishing: Idea Group Publishing. ISBN: 1-59140-557-2 |
| Pages | From 669 to 673 |
Extracting Knowledge from Databases and ANNs with Genetic Programming: Iris Flower Classification Problem
| Authors | Daniel Rivero Cebrián. Juan Ramón Rabuñal Dopico. Julián Dorado de la Calle. Alejandro Pazos Sierra. Mª de las Nieves Pedreira Souto |
| Book |
Intelligent Agents for Data Mining and Information Retrieval Vol. - Publishing: Idea Group Publishing. ISBN: 1-59140-194-1 |
| Pages | From 137 to 152 |
Estudio de aplicabilidad de técnicas de inteligencia artificial en el sector agropecuario
| Autor | Iván Eduardo Ramirez Morales |
| Director/s | Enrique Fernández Blanco; Daniel Rivero Cebrián |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente |
Soft Computing Techniques for Advances Epileptic EEG Analysis and Classification
| Autor | Ling Guo |
| Director/s | Alejandro Pazos Sierra Daniel Rivero Cebrián |
| Scope | Facultad de Informática |
| Qualification | Sobresaliente Cum Laude |
Classification of Two-Channel Signal by Means of Genetic Programming. CORE A
Genetic and Evolutionary Computation Conference (GECCO)
International
| Authors | Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Organization | ACM |
| Place | Madrid (España) |
Introduction to the subject Automatic Learning in the Computer Engineering Degree
XI Foro Internacional sobre evaluación de la calidad de la investigación y la educación superior (FECIES)
International
| Authors | Daniel Rivero, Marcos Gestal Pose, Julián Dorado, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Organization | Asociación Española de Psicología conductual |
| Place | Bilbao (España) |
A Texture-Based Classification Method for Proteins in Two-Dimensional Electrophoresis Gel Images. CORE C
International Conference on Computer Vision Theory and Applications. VISSAP 2013
International
| Authors | Carlos Fernandez Lozano, José Antonio Seoane Fernández, Marcos Gestal, Daniel Rivero Cebrián, Julián Dorado, Alejandro Pazos Sierra |
| Organization | INSTICC |
| Place | Barcelona (España) |
Docencia mediante casos de estudio para el desarrollo de aplicaciones web empresariales
IX Foro Internacional sobre la Evaluación de la Calidad de la Investigación y de la Educación Superior (FECIES)
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Organization | Varios |
| Place | Santiago de Compostela (España) |
A first approach to improve personal health record systems using ontologies: linking data to get information
Web Technologies & Internet Applications
International
| Authors | Alba Cabarcos Bermudez, Marcos Gestal, Daniel Rivero Cebrián, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Organization | Global Science and Technology Forum (GSTF) |
| Place | Bali (Indonesia) |
Introduction to Informatics for Future Documentalists in the European Higher Education Area.
Fourth International Conference on Computer Supported Education (CSEDU 2012)
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Organization | Conference on Computer Supported Education (CSEDU 2012) |
| Place | Porto (Portugal) |
Seguimiento Visual de Peces en Escalas de Hendidura Vertical
MAEB 2012 - VIII Congreso Español sobre metaheurísticas, algoritmos evolutivos y bioinspirados
National
| Authors | Rodriguez, A., Bermúdez, M., Rivero, D., Gestal, M., Puertas, J. |
| Organization | UNIVERSIDAD DE CASTILLA-LA MANCHA |
| Place | Albacete (España) |
Genetic Based Spot Detection Method in Two-Dimensional electrophoresis Images
Third International Conference ¿Natural Information Technologies¿ (NIT 2012)
International
| Authors | Carlos Fernandez, Seoane, Jose A., Daniel Rivero Cebrián, Julián Dorado de la Calle |
| Place | Madrid (España) |
Weighting the importance of variables with Genetic Programming : An application to Galician schizophrenia patients -- Core B
14th International Conference on Artificial Intelligence (ICAI), WOLDCOMP¿12
International
| Authors | Vanessa Aguiar Pulido, Daniel Rivero, Marcos Gestal, Julián Dorado |
| Place | Las Vegas (Estados Unidos) |
Approach of Genetic Algorithms with Grouping into Species Optimized with Predator-Prey Method for Solving Multimodal Problems
9th International Conference on Distributed Computing and Artificial Intelligence
International
| Authors | Pablo Seoane, Marcos Gestal, Julián Dorado, Rabunal, Juan R., Daniel Rivero |
| Place | Salamanca (España) |
Using Recurrent ANNs for the detection of epileptic seizures in EEG signals. CORE B
IEEE Congress on Evolutionary Computation
International
| Authors | Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Organization | IEEE Computational Intelligence Society |
| Place | New Orleans (Estados Unidos) |
A New Signal Classification technique by means of genetic algorithms and KNN. CORE B
IEEE Congress on Evolutionary Computation
International
| Authors | Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Organization | IEEE Computational Intelligence Society |
| Place | New Orleans (Estados Unidos) |
Automatic Epileptic EEG Detection Using Wavelet Transform and Probabilistic Neural Network
2010 ISECS International Colloquium on Computing, Communication, Control, and Management (CCCM 2010)
International
| Authors | Daniel Rivero Cebrián, Ling Guo, Cristian Robert Munteanu, Alejandro Pazos Sierra |
| Place | Yangzhou (China) |
Basics of web application design: an example-based learning approach
2nd International Conference on Computer Supported Education (CSEDU 2010)
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Place | Valencia (España) |
Two-Population Genetic Algorithm: an Approach to Improve the Population Diversity
International Conference on Agents and Artificial Intelligence. CORE C
National
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Enrique Fernández Blanco, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle |
| Place | Valencia (España) |
Building the European Higher Education Area: a subject in Information Systems Security
First International Conference on Computer Supported Education (CSEDU 2009)
International
| Authors | Marcos Gestal, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Daniel Rivero Cebrián, Alejandro Pazos Sierra |
| Place | Lisboa (Portugal) |
Classification of EEG signals using Relative Wavelet Energy and Artificial Neural Networ
GEC09 Worls Summit on Genetic and Evolutionary Computation
International
| Authors | Lin Guo, Daniel Rivero Cebrián, José Antonio Seoane Fernández, Alejandro Pazos Sierra |
| Place | Shangai (China) |
Evolving Simple Feed-Forward and Recurrent ANNs for Signal Classification: A Comparison
IJCNN'09, International Joint Conference on Neural Networks
International
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Place | Atlanta (Estados Unidos) |
The Artificial Neural Networks subject in the European Higher Education Area
Teaching and Learning 2008
International
| Authors | Marcos Gestal, Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Place | Aveiro (Portugal) |
Automatic Design of ANNs by Means of GP for Data Mining Tasks: Iris Flower Classification Problem
8th International Conference on Adaptive and Natural Computing Algorithms, ICANNGA 2007
International
| Authors | Daniel Rivero Cebrián, Juan Ramón Rabuñal Dopico, Julián Dorado de la Calle, Alejandro Pazos Sierra |
| Place | Warsaw (Polonia) |
A Comparison Between ANN Generation and Training Methods and Their Development by Means of Graph Evolution: 2 Sample Problems
9th International Work-Conference on Artificial Neural Networks, IWANN 2007
International
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Marcos Gestal |
| Place | España |
Using Genetic Programmning for Artificial Neural Network Development and Simplification
5th WSEAS International Conference on Computational Intelligence, Man-Machine Systems and Cybernetics (CIMMACS'06)
International
| Authors | Daniel Rivero Cebrián, Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Alejandro Pazos Sierra |
| Place | Venecia (Italia) |
Desarrollo de un Sistema Orientado a Objetos de PG Distribuida usando Java y CORBA
Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'04)
National
| Authors | Julián Dorado de la Calle, Juan Ramón Rabuñal Dopico, Miguel Varela, Daniel Rivero Cebrián, Marcos Gestal |
| Organization | Universidad de Córdoba |
| Place | Córdoba (España) |
Academic or management positions held by teacher.