David Becerra-Alonso

According to our database, David Becerra-Alonso authored at least 14 papers between 2010 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

A Comparison of Multi-Label Text Classification Models in Research Articles Labeled With Sustainable Development Goals.

Roberto Carlos Morales-Hernández, Joaquín Gutiérrez Jagüey, David Becerra-Alonso

IEEE Access, 2022

Comparison Between SVM and DistilBERT for Multi-label Text Classification of Scientific Papers Aligned with Sustainable Development Goals.

Roberto Carlos Morales-Hernández, David Becerra-Alonso, Eduardo Romero Vivas, Joaquín Gutiérrez

Proceedings of the Advances in Computational Intelligence, 2022

2021

Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach.

José A. Gallardo, Miguel García-Torres, Francisco Gómez-Vela, Félix Morales, Federico Divina, David Becerra-Alonso, Gustavo Velázquez, Federico Daumas-Ladouce, José Luis Vázquez Noguera, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

2020

Negative correlation learning in the extreme learning machine framework.

Carlos Perales-González, Mariano Carbonero-Ruz, Javier Pérez-Rodríguez, David Becerra-Alonso, Francisco Fernández-Navarro

Neural Comput. Appl., 2020

Analysis of Student Achievement Scores via Cluster Analysis.

Viviana Elizabeth Jiménez Chaves, Miguel García-Torres, David Becerra-Alonso, Francisco Gómez-Vela, Federico Divina, Jose Luis Vazquez Noguera

Proceedings of the 11th International Conference on EUropean Transnational Educational, 2020

2019

Regularized ensemble neural networks models in the Extreme Learning Machine framework.

Carlos Perales-González, Mariano Carbonero-Ruz, David Becerra-Alonso, Javier Pérez-Rodríguez, Francisco Fernández-Navarro

Neurocomputing, 2019

Analysis of Student Achievement Scores: A Machine Learning Approach.

Miguel García-Torres, David Becerra-Alonso, Francisco Antonio Gómez Vela, Federico Divina, Isabel López-Cobo, Francisco Martínez-Álvarez

Proceedings of the International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019

2018

A Preliminary Study of Diversity in Extreme Learning Machines Ensembles.

Carlos Perales-González, Mariano Carbonero-Ruz, David Becerra-Alonso, Francisco Fernández-Navarro

Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018

2017

Global Sensitivity Estimates for Neural Network Classifiers.

Francisco Fernández-Navarro, Mariano Carbonero-Ruz, David Becerra-Alonso, Mercedes Torres-Jiménez

IEEE Trans. Neural Networks Learn. Syst., 2017

A two dimensional accuracy-based measure for classification performance.

Mariano Carbonero-Ruz, Francisco J. Martínez-Estudillo, Francisco Fernández-Navarro, David Becerra-Alonso, Alfonso C. Martínez-Estudillo

Inf. Sci., 2017

2012

Evolutionary Extreme Learning Machine for Ordinal Regression.

David Becerra-Alonso, Mariano Carbonero-Ruz, Francisco J. Martínez-Estudillo, Alfonso C. Martínez-Estudillo

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

A Hybrid Evolutionary Approach to Obtain Better Quality Classifiers.

David Becerra-Alonso, Mariano Carbonero-Ruz, Francisco J. Martínez-Estudillo, Alfonso C. Martínez-Estudillo

Proceedings of the Advances in Computational Intelligence, 2011

Numerical variable reconstruction from ordinal categories based on probability distributions.

Javier Sánchez-Monedero, Mariano Carbonero-Ruz, David Becerra-Alonso, Francisco J. Martínez-Estudillo, Pedro Antonio Gutiérrez, César Hervás-Martínez

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, 2011

2010

Deterministic chaos in Malkus' waterwheel.

David Becerra-Alonso

PhD thesis, 2010