Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning. - Héctor R. Gonzalez; Carlos Morell 001; Francesc J. Ferri (CIARP, 2016)

Generalized Multitarget Linear Regression with Output Dependence Estimation. - Héctor R. Gonzalez; Carlos Morell 001; Francesc J. Ferri (CIARP, 2018)

Accelerated Proximal Gradient Descent in Metric Learning for Kernel Regression. - Héctor R. Gonzalez; Carlos Morell 001; Francesc J. Ferri (IWAIPR, 2018)

Scalable Generalized Multitarget Linear Regression With Output Dependence Estimation. - Julio Camejo Corona; Héctor R. Gonzalez; Carlos Morell 001 (IWAIPR, 2021)

Consumer Price Index Forecasting Based on Univariate Time Series and a Deep Neural Network. - Reynaldo Rosado; Aldis Joan Abreu; José C. Arencibia; Héctor R. Gonzalez; Yanio Hernandez (IWAIPR, 2021)

Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in Text Classification. - Orlando Grabiel Toledano-López; Julio Madera; Héctor R. Gonzalez; Alfredo Simón-Cuevas (IWAIPR, 2021)

An Ontology-Based Source Selection for Federated Query Processing: a Case Study. - Yoan Antonio López Rodríguez; Héctor R. Gonzalez; Yusniel Hidalgo-Delgado; Erik Mannens (KGSWC, 2021)

FAIRification of Citizen Science Data. - Reynaldo Alvarez Luna; José Jacobo Zubcoff; Irene Garrigós; Héctor R. Gonzalez (ICWE, 2022)

Fine-tuning mT5-based Transformer via CMA-ES for Sentiment Analysis. - Orlando Grabiel Toledano-López; Julio Madera; Héctor R. Gonzalez; Alfredo Simón-Cuevas; Thomas Demeester; Erik Mannens (IberLEF@SEPLN, 2022)

A hybrid method based on estimation of distribution algorithms to train convolutional neural networks for text categorization. - Orlando Grabiel Toledano-López; Julio Madera; Héctor R. Gonzalez; Alfredo Simón-Cuevas (Pattern Recognit. Lett., 2022)

Multi-conformation Aproach of ENM-NMA Dynamic-Based Descriptors for HIV Drug Resistance Prediction. - Jorge A. Jimenez-Gari; Mario Pupo-Meriño; Héctor R. Gonzalez; Francesc J. Ferri (CIARP, 2023)

Oversampling Method Based Covariance Matrix Estimation in High-Dimensional Imbalanced Classification. - Ireimis Leguen-devarona; Julio Madera; Héctor R. Gonzalez; Lise Tubex; Tim Verdonck (IWAIPR, 2023)

Multivariate Cuban Consumer Price Index Database, Statistic Analysis and Forecast Baseline Based on Vector Autoregressive. - Reynaldo Rosado; Héctor R. Gonzalez; Orlando Grabiel Toledano-López; Yanio Hernández Heredia (IWAIPR, 2023)