LOYOLA
Research

Scientific offer
and research groups


DAVID BECERRA ALONSO

DAVID BECERRA ALONSO

Category: Professor
Area of knowledge: Quantitative Methods for the Economy and Business
ORCID iD: 0000-0001-5174-7743
Research Units
Métodos de Investigación Cuantitativa y aplicaciones (MICA)
Send email

Publications

David Becerra Alonso received a B.S. degree in physics at Universidad de Córdoba in 2005, where he specialized in the simulation of physical systems. He obtained his PhD in the School of Computing at the University of the West of Scotland in 2010, where he worked on dynamical chaotic systems. He also has a Masters degree in Bioinformatics from Universidad Internacional de Andalucía. He currently holds a position as a lecturer at Universidad Loyola Andalucía, in southern Spain. He collaborates with the research group AYRNA, from Universidad de Córdoba. His research interests include dynamical systems, emergent collective behavior, and machine learning techniques and heuristics.   David Becerra Alonso se licenció en Física en la Universidad de Córdoba en 2005, donde se especializó en simulación de sistemas físicos. Obtuvo su doctorado en la facultad de informática de University of the West of Scotland, presentando una tesis sobre sistemas dinámicos caóticos. También tiene un Máster en Bioinformática por la Universidad Internacional de Andalucía. Actualmente es profesor e investigador en la Universidad Loyola Andalucía. Colabora con el grupo de investigación AYRNA, de la Universidad de Córdoba. Sus líneas de investigación incluyen sistemas dinámicos, fenómenos emergentes, y heurísticas de aprendizaje e inteligencia artificial.

Publicaciones con Alcance: Article o Review

Publicación
Analysis of Electric Energy Consumption Profiles Using a Machine Learning Approach: A Paraguayan Case Study
Morales F. , García-Torres M. , Velázquez G. , Daumas-Ladouce F. , Gardel-Sotomayor P.E. , Gómez-Vela F. , Divina F. , Vázquez Noguera J.L. , Sauer Ayala C. , Pinto-Roa D.P. , Mello-Román J.C. , BECERRA ALONSO, DAVID
01/01/2022
Alcance Article
Characterizing Mathematics Learning in Colombian Higher Distance Education
Martinez-Villarraga, Elizabeth , LÓPEZ COBO, ISABEL, BECERRA ALONSO, DAVID, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS
01/08/2021
Alcance Article
Negative correlation learning in the extreme learning machine framework
PERALES GONZÁLEZ, CARLOS, CARBONERO RUZ, MARIANO, PÉREZ RODRÍGUEZ, JAVIER, BECERRA ALONSO, DAVID, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS
02/03/2020
Alcance Article
EduZinc: A tool for the creation and assessment of student learning activities in complex open, online and flexible learning environments
BECERRA ALONSO, DAVID, LÓPEZ COBO, ISABEL, GÓMEZ DEL REY, PILAR, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS, Barbera, Elena
01/03/2020
Alcance Article
Regularized ensemble neural networks models in the Extreme Learning Machine framework
PERALES GONZÁLEZ, CARLOS, CARBONERO RUZ, MARIANO, BECERRA ALONSO, DAVID, PÉREZ RODRÍGUEZ, JAVIER, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS
07/10/2019
Alcance Article
High-throughput micropatterning platform reveals Nodal-dependent bisection of peri-gastrulation-associated versus preneurulation-associated fate patterning
Tewary, Mukul , Dziedzicka, Dominika , Ostblom, Joel , Prochazka, Laura , Shakiba, Nika , Heydari, Tiam , Aguilar-Hidalgo, Daniel , Woodford, Curtis , Piccinini, Elia , BECERRA ALONSO, DAVID, Vickers, Alice , Louis, Blaise , Rahman, Nafees , Danovi, Davide , Geens, Mieke , Watt, Fiona M. , Zandstra, Peter W.
01/10/2019
Alcance Article
Global Sensitivity Estimates for Neural Network Classifiers
FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS, CARBONERO RUZ, MARIANO, BECERRA ALONSO, DAVID, TORRES JIMÉNEZ, MERCEDES
01/11/2017
Alcance Article
Electronic properties of a molecular system with Platinum
Ojeda, J. H. , Medina, F. G. , BECERRA ALONSO, DAVID
01/10/2017
Alcance Article
A two dimensional accuracy-based measure for classification performance
CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS, BECERRA ALONSO, DAVID, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS
01/03/2017
Alcance Article
Toward a study of gene regulatory constraints to morphological evolution of the Drosophila ocellar region
Aguilar-Hidalgo, Daniel , BECERRA ALONSO, DAVID, Garcia-Morales, Diana , Casares, Fernando
01/06/2016
Alcance Article
An assessment of the barriers to the consumers\' uptake of genetically modified foods: a neural network analysis
Rodriguez-Entrena, Macario , SALAZAR ORDÓÑEZ, MELANIA, BECERRA ALONSO, DAVID
30/03/2016
Alcance Article
Sensitivity and vulnerability of european countries in time of crisis based on a new approach to data clustering and curvilinear analysis
BECERRA ALONSO, DAVID, Androniceanu A. , Georgescu I.
01/01/2016
Alcance Article
Hyper-chaotic Magnetisation Dynamics of Two Interacting Dipoles
Urzagasti, D. , BECERRA ALONSO, DAVID, Perez, L. M. , Mancini, H. L. , Laroze, D.
01/12/2015
Alcance Article
Reinventing the wheel: The chaotic sandwheel
Tongen, Anthony , Thelwell, Roger J. , BECERRA ALONSO, DAVID
01/02/2013
Alcance Article
Exploring Emotional Involvement in Workplace by Applying Artificial Neural Networks: A European Study
LUCIA CASADEMUNT, ANA MARÍA, ARIZA MONTES, JOSÉ ANTONIO, BECERRA ALONSO, DAVID
01/01/2013
Alcance Article
Implicación laboral y emociones en el trabajo: Estudio empírico de sus factores determinantes
LUCIA CASADEMUNT, ANA MARÍA, ARIZA MONTES, JOSÉ ANTONIO, MORALES GUTIERREZ, ALFONSO CARLOS , BECERRA ALONSO, DAVID
01/01/2013
Alcance Article
Magnetization Dynamics Under a Quasiperiodic Magnetic Field
Laroze, David , BECERRA ALONSO, DAVID, Gallas, Jason A. C. , Pleiner, Harald
01/11/2012
Alcance Article
Extreme Learning Machine to Analyze the Level of Default in Spanish Deposit Institutions
MONTERO ROMERO, Mª TERESA, LÓPEZ MARTÍN, MARÍA DEL CARMEN, BECERRA ALONSO, DAVID, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ
01/01/2012
Alcance Article

Publicación con Alcance: Conference Paper o Proceedings Paper o Ponencia del congreso o Abstract de un congreso

Publicación
Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach
Gallardo, Jose A. , Garcia-Torres, Miguel , Gomez-Vela, Francisco , Morales, Felix , Divina, Federico , BECERRA ALONSO, DAVID, Velazquez, Gustavo , Daumas-Ladouce, Federico , Vazquez Noguera, Jose Luis , Sauer Ayala, Carlos , Pinto-Roa, Diego P. , Gardel-Sotomayor, Pedro E. , Mello Roman, Julio C.
01/01/2022
Alcance Proceedings Paper
Analysis of student achievement scores via cluster analysis
Chaves V.E.J. , García-Torres M. , BECERRA ALONSO, DAVID, Gómez-Vela F. , Divina F. , Vázquez-Noguera J.L.
01/01/2021
Alcance Conference Paper
La evaluación automática de competencias en Educación Superior
LÓPEZ COBO, ISABEL, BECERRA ALONSO, DAVID
25/02/2020 - 27/02/2020
Alcance Ponencia del Congreso
Analysis of Student Achievement Scores: A Machine Learning Approach
García-Torres M. , BECERRA ALONSO, DAVID, Gómez-Vela F.A. , Divina F. , LÓPEZ COBO, ISABEL, Martínez-Álvarez F.
01/01/2020
Alcance Conference Paper
A Preliminary Study of Diversity in Extreme Learning Machines Ensembles
PERALES GONZÁLEZ, CARLOS, CARBONERO RUZ, MARIANO, BECERRA ALONSO, DAVID, FERNÁNDEZ NAVARRO, FRANCISCO DE ASÍS
01/01/2018
Alcance Proceedings Paper
Hyper-Chaotic and Chaotic Synchronisation of Two Interacting Dipoles
Urzagasti, D. , BECERRA ALONSO, DAVID, Perez, L. M. , Mancini, H. L. , Laroze, D.
01/01/2016
Alcance Proceedings Paper
An agent based cooperative socioeconomic model shows persistent wealth inequality
BECERRA ALONSO, DAVID, MORALES MÁRQUEZ, LUIS, GRACIA RODRÍGUEZ, J
05/10/2015 - 07/10/2015
Alcance Ponencia del Congreso
Willingness to purchase genetically modified food: an analysis applying artificial neural network
SALAZAR ORDÓÑEZ, MELANIA, BECERRA ALONSO, DAVID, RODRÍGUEZ ENTRENA, MACARIO
26/08/2014 - 29/08/2014
Alcance Ponencia del Congreso
Analisis de bienestar laboral en mujeres directivas mediante un modelo de red nuronal artificial
LUCIA CASADEMUNT, ANA MARÍA, ARIZA MONTES, JOSÉ ANTONIO, MORALES GUTIERREZ, ALFONSO CARLOS , BECERRA ALONSO, DAVID
07/02/2013 - 09/02/2013
Alcance Ponencia del Congreso
Análisis del nivel de implicación con el trabajo de los asalariados europeos: redes neuronales versus regresión logística
LUCIA CASADEMUNT, ANA MARÍA, ARIZA MONTES, JOSÉ ANTONIO, MORALES GUTIERREZ, ALFONSO CARLOS , BECERRA ALONSO, DAVID
17/09/2012
Alcance Ponencia del Congreso
Evolutionary Extreme Learning Machine for Ordinal Regression
BECERRA ALONSO, DAVID, CARBONERO RUZ, MARIANO, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, MARTÍNEZ ESTUDILLO, ALFONSO CARLOS
01/01/2012
Alcance Proceedings Paper
Numerical variable reconstruction from ordinal categories based on probability distributions
SÁNCHEZ MONEDERO, JAVIER, CARBONERO RUZ, MARIANO, BECERRA ALONSO, DAVID, MARTÍNEZ ESTUDILLO, FRANCISCO JOSÉ, Gutiérrez P.A. , Hervás-Martínez C.
01/01/2011
Alcance Conference Paper

Proyectos de investigación

Proyecto
Sapiens
Project
01/04/2021
Amount: 44685.00 €
Principal Investigator: DAVID BECERRA ALONSO
Despliegue y Control de una Red Inteligente de VehículosAutónomos Acuáticos para la Monitorización de Recursos HídricosAndaluces
Project
01/01/2020
Amount: 184100.00 €
Principal Investigator: ISABEL JURADO FLORES
Disorders of Consciousness (DoC): enhancing the transfer of knowledge and professional skills on evidence-based interventions and validated technology for a better management of patients
Project
01/01/2018
Amount: 78850.00 €
Principal Investigator: ALEJANDRO GALVAO CARMONA

Change your preferences Manage cookies