PhD Daniel Rivero Cebrián  

(TIT-UN)

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
Teaching merits evaluation 2 five years period(s)
Research merits evaluation 3 six years period(s)
Contacto UDC directory
Orcid id0000-0001-8245-3094 Scopus6603716776

One of the data sources for my teaching/research is the Alpha Vantage Stock API (https://www.alphavantage.co/). The data repository is among the global financial data sources in the machine learning and quantitative finance domains (https://medium.com/@patrick.collins_58673/stock-api-landscape-5c6e054ee631 ). 

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. Mention in Computer Science
Degree in Computer Engineering
0 4
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 41
Machine Learning
Degree in Computer Engineering
0 73
Machine Learning I
Degree in Data Science and Engineering
0 17
Machine Learning I
Master's Degree in Artificial Intelligence
0 21
Master's Dissertation
Master's in Computer Engineering
0 5
Subject and involved studies Distance hours Total hours
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
Master's in Computer Engineering
0 37.5
Machine Learning
Degree in Computer Engineering
0 16.5
Machine Learning I
Degree in Data Science and Engineering
0 17
Master's Dissertation
Master's in Computer Engineering
0 5
Subject and involved studies Distance hours Total hours
Computer Graphics and Visualization
Degree in Computer Engineering
0 21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 98
Machine Learning
Degree in Computer Engineering
0 58.5
Machine Learning I
Degree in Data Science and Engineering
0 17
Subject and involved studies Distance hours Total hours
Computer Graphics and Visualization
Degree in Computer Engineering
0 21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 12
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 63
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 76
Machine Learning
Degree in Computer Engineering
0 57
Subject and involved studies Distance hours Total hours
Computer Graphics and Visualization
Degree in Computer Engineering
0 21
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 4
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 49
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 106
Machine Learning
Degree in Computer Engineering
0 57
Subject and involved studies Distance hours Total hours
Computer Graphics and Visualization
Degree in Computer Engineering
0 21
Degree Thesis Project
Computer Engineering
0 2
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
0 12
Immersive, Interactive and Entertainment Systems
Degree in Computer Engineering
0 42.5
Intelligent Systems
Degree in Computer Engineering
Master's in Computer Engineering
0 100
Machine Learning
Degree in Computer Engineering
0 43

Defined tutoring by teacher for 2022/2023 academic course.

Faculty of Computer Science

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

EOG works and final master thesis directed

Directed or codirected by current teacher since 2013 year.

Research results

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 Educación
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 01/01/2022 to 20/11/2025

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 a acreditación, estruturación e mellora de centros de investigación singulares e agrupacións estratéxicas consolidadas do Sistema universitario de Galicia, cofinanciadas polo Fondo Europeo de Desenvolvemento Rexional (Feder), no marco do programa operativo Feder Galicia 2014-2020

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

Adaptación del software ARDEC-INTIC, de una Librería de AAGG de propósito general para la resolución de problemas y del motor de diseño asistido basado en Morfogénesis Genética aplicada sobre nubes de puntos desarrollados todos ellos por investigadores de la UDC, del grupo RNASA-IMEDIR, al sistema informático de la empresa CONSIGA PROJECTS S.L.

Funding entity CONSIGA PROJECTS S.L
Main researches Alejandro Pazos Sierra
Type Contrato
Dates From 30/12/2015 to 30/06/2016

Consolidacion y estructuración de unidades de investigación competitivas del Sistema universitario de Galicia.Grupo RNASA-IMEDIR

Funding entity Consellería de Cultura, Educación e Ordenación Universitaria
Main researches Alejandro Pazos Sierra
Type Proyecto Programas Autonomicos
Dates From 17/10/2014 to 17/10/2017

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

A Public Domain Dataset for Real-Life Human Activity Recognition Using Smartphone Sensors

Authors Daniel Garcia-Gonzalez, Daniel Rivero Cebrián, Enrique Fernandez-Blanco, Miguel R. Luaces
Journal Sensors Vol. 20 Num. 8 (pages 1 to 14)
DOI https://doi.org/10.3390/s20082200

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

Application of Artificial Neural Networks for the Monitoring of Episodes of High Toxicity by DSP in Mussel Production Areas in Galicia

Authors Andrés Molares, Enrique Fernandez-Blanco, Daniel Rivero Cebrián
Journal Proceedings Vol. 54 Num. 1
DOI https://doi.org/10.3390/proceedings2020054012

EEG signal processing with separable convolutional neural network for automatic scoring of sleeping stage - IF: 4.438 (Q1)

Authors Enrique Fernandez-Blanco, Daniel Rivero Cebrián, Alejandro Pazos Sierra
Journal Neurocomputing Vol. 410 (pages 220 to 228)
DOI https://doi.org/10.1016/j.neucom.2020.05.085

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

Using artificial neural networks for identifying patients with mild cognitive impairment associated with depression using neuropsychological test features

Authors Virginia Mato Abad, Isabel Jiménez, Rafael Carlos García Vázquez, José M. Aldrey, Rivero, D., Purificación Cacabelos, Javier Andrade Garda, Juan M. Pías Peleteiro, Santiago Rodríguez Yáñez
Journal Applied Sciences Vol. 8 Num. 9 (pages 1629:1 to 1629:13)
DOI https://doi.org/10.3390/app8091629

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)

Clustering of Gene Expression Profiles Applied to Marine Research

Authors Aguiar-Pulido, Vanessa, Suárez-Ulloa V., Daniel Rivero, Eirín-López, J.M., J. Dorado
Journal Advances in Computational Intelligence Vol. 7902 (pages 453 to 462)

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)

Positions

Academic or management positions held by teacher.

Xunta da Facultade de Informática

PDI (Membros Natos)

From 10/03/2021.

Consello do Departamento Ciencias da Computación e Tecnoloxías da Información

PDI (Membros Natos)

From 10/03/2021.

Comisión Académica Programa Oficial de Doctorado en Tecnologías de la Información...

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