Julio Madera

According to our database, Julio Madera authored at least 15 papers between 2006 and 2023.

Collaborative distances:

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

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

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

Oversampling Method Based Covariance Matrix Estimation in High-Dimensional Imbalanced Classification.

Ireimis Leguen-devarona, Julio Madera, Hector González, Lise Tubex, Tim Verdonck

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2023

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

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

2022

A hybrid method based on estimation of distribution algorithms to train convolutional neural networks for text categorization.

Orlando Grabiel Toledano-López, Julio Madera, Hector González, Alfredo Simón-Cuevas

Pattern Recognit. Lett., 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

Fine-tuning mT5-based Transformer via CMA-ES for Sentiment Analysis.

Orlando Grabiel Toledano-López, Julio Madera, Hector González, Alfredo Simón-Cuevas, Thomas Demeester, Erik Mannens

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2022), 2022

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

Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in Text Classification.

Orlando Grabiel Toledano-López, Julio Madera, Hector González, Alfredo Simón-Cuevas

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2021

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

WIFROWAN: Wrapped Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.

Mayte Guerra, Julio Madera

Computación y Sistemas, 2020

2019

Cellular Estimation Gaussian Algorithm for Continuous Domain.

Yoan Martínez López, Julio Madera, Ansel Y. Rodríguez González, Stephen J. Barigye

J. Intell. Fuzzy Syst., 2019

2018

Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-Functions.

Julio Madera, Alberto Ochoa Ortíz

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2018

2007

Performance Evaluation of the Parallel Polytree Approximation Distribution Algorithm on Three Network Technologies.

Julio Madera, Enrique Alba, Gabriel Luque

Inteligencia Artif., 2007

2006

Theory and Practice of Cellular UMDA for Discrete Optimization.

Enrique Alba, Julio Madera, Bernabé Dorronsoro Díaz, Carlos Alberto Ochoa Ortíz Zezzatti, Marta Soto

Proceedings of the Parallel Problem Solving from Nature, 2006

A Parallel Island Model for Estimation of Distribution Algorithms.

Julio Madera, Enrique Alba, Alberto Ochoa

Proceedings of the Towards a New Evolutionary Computation, 2006