Carlos Perales-González

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 8

Top Topics

Negative Correlation

Ensemble Members

Global Convergence

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neural Comput. Appl.

Neural Process. Lett.

Publications

Carlos Perales-González, Francisco Fernández-Navarro, Mariano Carbonero-Ruz, Javier Pérez-Rodríguez
Global Negative Correlation Learning: A Unified Framework for Global Optimization of Ensemble Models. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Carlos Perales-González, Francisco Fernández-Navarro, Javier Pérez-Rodríguez, Mariano Carbonero-Ruz
Negative Correlation Hidden Layer for the Extreme Learning Machine. Appl. Soft Comput. 109 (2021)
Carlos Perales-González
Global convergence of Negative Correlation Extreme Learning Machine. Neural Process. Lett. 53 (3) (2021)
Carlos Perales-González, Mariano Carbonero-Ruz, Javier Pérez-Rodríguez, David Becerra-Alonso, Francisco Fernández-Navarro
Negative correlation learning in the extreme learning machine framework. Neural Comput. Appl. 32 (17) (2020)
Carlos Perales-González
Global convergence of Negative Correlation Extreme Learning Machine. CoRR (2020)
Daniel Vélez, A. Ayuso, Carlos Perales-González, Juan Tinguaro Rodríguez
Churn and Net Promoter Score forecasting for business decision-making through a new stepwise regression methodology. Knowl. Based Syst. 196 (2020)
Carlos Perales-González, Mariano Carbonero-Ruz, David Becerra-Alonso, Javier Pérez-Rodríguez, Francisco Fernández-Navarro
Regularized ensemble neural networks models in the Extreme Learning Machine framework. Neurocomputing 361 (2019)
Carlos Perales-González, Mariano Carbonero-Ruz, David Becerra-Alonso, Francisco Fernández-Navarro
A Preliminary Study of Diversity in Extreme Learning Machines Ensembles. HAIS (2018)