A Parallel Island Model for Estimation of Distribution Algorithms. - Julio Madera; Enrique Alba 001; Alberto Ochoa 003 (Towards a New Evolutionary Computation, 2006)

Theory and Practice of Cellular UMDA for Discrete Optimization. - Enrique Alba 001; Julio Madera; Bernabé Dorronsoro Díaz; Carlos Alberto Ochoa Ortíz Zezzatti; Marta Soto (PPSN, 2006)

Performance Evaluation of the Parallel Polytree Approximation Distribution Algorithm on Three Network Technologies. - Julio Madera; Enrique Alba 001; Gabriel Luque (Inteligencia Artif., 2007)

Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-Functions. - Julio Madera; Alberto Ochoa Ortíz (IWAIPR, 2018)

Cellular Estimation Gaussian Algorithm for Continuous Domain. - Yoan Martínez López; Julio Madera; Ansel Y. Rodríguez-González; Stephen J. Barigye (J. Intell. Fuzzy Syst., 2019)

WIFROWAN: Wrapped Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification. - Mayte Guerra; Julio Madera (Computación y Sistemas, 2020)

Over-sampling imbalanced datasets using the Covariance Matrix. - Ireimis Leguen-devarona; Julio Madera; Yoan Martínez-López; José Carlos Hernández-Nieto (EAI Endorsed Trans. Energy Web, 2020)

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)

Cellular estimation of distribution algorithm designed to solve the energy resource management problem under uncertainty. - Yoan Martínez-López; Ansel Y. Rodríguez-González; Julio Madera; Miguel Bethencourt Mayedo; Fernando Lezama (Eng. Appl. Artif. Intell., 2021)

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)

WCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective. - Ansel Y. Rodríguez-González; Fernando Lezama; Yoan Martínez-López; Julio Madera; João P. Soares; Zita A. Vale (Appl. Soft Comput., 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)

Optimizing Energy Operation and Planning using Ring Cellular Encode-Decode Univariate Marginal Distribution Algorithm. - Ansel Y. Rodríguez-González; Ángel Díaz-Pacheco; Ramón Aranda; Miguel Ángel Álvarez-Carmona; Yoan Martínez López; Julio Madera (GECCO Companion, 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)

Polarity Prediction in Tourism Cuban Reviews Using Transformer with Estimation of Distribution Algorithms. - Orlando Grabiel Toledano-López; Miguel Ángel Álvarez-Carmona; Julio Madera; Alfredo Simón-Cuevas; Yoan Antonio López Rodríguez; Hector Raúl González Diez (IWAIPR, 2023)