Julio Madera

According to our database, Julio Madera authored at least 30 papers between 2006 and 2025.

Collaborative distances:

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

2025

UC-UCO-Plenitas Team - Exploring in the Rest-Mex 2025: Researching Sentiment Evaluation in Text for Mexican Magical Towns.

Yoan Martínez-López, Ireimis de las Mercedes Leguen de Varona, Miguel Bethencourt Mayedo, Demetrio Rodríguez Fernández, Julio Madera, Ansel Yoan Rodríguez-González, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

UC-UCO-Plenitas Team - Exploring in the PRESTA 2025 challenge: Question Answering over Tabular Data in Spanish.

Yoan Martínez-López, Mayte Guerra Saborit, Ansel Y. Rodríguez-Gónzalez, Julio Madera, Ana Orquidea López Correoso, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

UC-UCO-CICESE_UT3-Plenitas Team - Exploring in the PROFE 2025: Language Proficiency Evaluation.

Yoan Martínez-López, Mayte Guerra Saborit, Yanaima Jauriga, Ireimis de las Mercedes Leguen de Varona, Julio Madera, Ansel Y. Rodríguez-González, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

UC-UCO-CICESE_UT3-Plenitas Team at Exploring the Detection of Inappropriate Memes from Mexico Using DeepLearning.

Yoan Martínez-López, Yanaima Jauriga, Mayte Guerra Saborit, Julio Madera, Ansel Y. Rodríguez-González, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

UC-UCO-CICESE_UT3-Plenitas Team at HOMO-LAT 2025: Exploring the Challenge of Determining the Opinion of Latin-American Speakers about LGBTQ+ Community.

Yoan Martínez-López, José Carlos Hernández-Nieto, Ansel Y. Rodríguez-Gonzalez, Julio Madera, Ana Orquidea López Correoso, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda, José Carlos Arévalo Fernández

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

PMOTE-UC-CUJAE at Rest-Mex 2025: Evaluation of Probabilistic Data Augmentation Models for Mining Mexican Tourist Reviews.

Ireimis Leguen-de-Varona, Julio Madera, Alfredo Simón-Cuevas, Leonardo Lastre Figueroa, Yoan Martínez-López

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2025) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2025), 2025

Evaluation of Probabilistic Data Augmentation Models for Emotion Detection.

Ireimis Leguen-devarona, Julio Madera, Alfredo Simón-Cuevas, Leonardo Lastre Figueroa, Yoan Martínez-López

Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 2025

2024

UC-CUJAE at HOMO-MEX 2024: Detecting Hate Speech Against the LGTB+ Community using Transformers on Imbalanced Datasets.

Anibal Hernández-Gónzalez, Julio Madera Quintana, Alfredo Simón-Cuevas

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

2023

Thematic Unsupervised Classification of Tourist Texts using Latent Semantic Analysis and K-Means.

Julio Madera Quintana, Anibal Hernández-Gónzalez, Yoan Martínez-López

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2023) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2023), 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, Héctor R. Gonzalez, 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, Héctor R. Gonzalez, 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, Héctor R. Gonzalez, 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

Applying ring cellular encode-decode UMDA to risk-based energy scheduling.

Ansel Y. Rodríguez-González, Ramón Aranda, Miguel Ángel Álvarez-Carmona, Yoan Martínez-López, Julio Madera Quintana

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 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, Héctor R. Gonzalez, Alfredo Simón-Cuevas

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

Ring cellular encode-decode UMDA: simple is effective.

Ansel Y. Rodríguez-González, Samantha Barajas, Ramón Aranda, Yoan Martínez-López, Julio Madera Quintana

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

Cellular Evolutionary Algorithms with Estimation of Distribution.

Yoan Martínez-López, Julio Madera, Ansel Y. Rodríguez-González

Res. Comput. Sci., 2020

Estimation of Distribution Algorithm for solving the Multi-mode Resource Constrained Project Scheduling Problem.

Gaafar S. Mahdi, Julio Madera Quintana, Pedro Piñero Pérez, Salah Hasan Al-subhi

EAI Endorsed Trans. Energy Web, 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

Applying some EDAs and hybrid variants to the ERM problem under uncertainty.

Yoan Martínez-López, Ansel Y. Rodríguez-González, Julio Madera Quintana, Miguel Bethencourt Mayedo, Alexis Moya, Oscar Martínez Santiago

Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 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

CUMDANCauchy-C1: a cellular EDA designed to solve the energy resource management problem under uncertainty.

Yoan Martínez López, Ansel Y. Rodríguez-González, Julio Madera Quintana, Alexis Moya, Bismay Morgado, Miguel Betancourt Mayedo

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 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