Julio Madera

23 papers A 1Journal 8Unranked 13
YearRankTypeTitle / Venue / Authors
2025 — conf
Evaluation of Probabilistic Data Augmentation Models for Emotion Detection.
IWAIPR
Ireimis Leguen-devarona, Julio Madera, Alfredo Simón-Cuevas, Leonardo Lastre Figueroa, Yoan Martínez-López
2025 — conf
PMOTE-UC-CUJAE at Rest-Mex 2025: Evaluation of Probabilistic Data Augmentation Models for Mining Mexican Tourist Reviews.
IberLEF@SEPLN
Ireimis Leguen-de-Varona, Julio Madera, Alfredo Simón-Cuevas, Leonardo Lastre Figueroa, Yoan Martínez-López
2025 — conf
UC-UCO-CICESE_UT3-Plenitas Team - Exploring in the PROFE 2025: Language Proficiency Evaluation.
IberLEF@SEPLN
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
2025 — conf
UC-UCO-CICESE_UT3-Plenitas Team at Exploring the Detection of Inappropriate Memes from Mexico Using DeepLearning.
IberLEF@SEPLN
Yoan Martínez-López, Yanaima Jauriga, Mayte Guerra Saborit, Julio Madera, Ansel Y. Rodríguez-González, Carlos de-Castro-Lozano, José Miguel Ramírez Uceda
2025 — conf
UC-UCO-CICESE_UT3-Plenitas Team at HOMO-LAT 2025: Exploring the Challenge of Determining the Opinion of Latin-American Speakers about LGBTQ+ Community.
IberLEF@SEPLN
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
2025 — conf
UC-UCO-Plenitas Team - Exploring in the PRESTA 2025 challenge: Question Answering over Tabular Data in Spanish.
IberLEF@SEPLN
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
2025 — conf
UC-UCO-Plenitas Team - Exploring in the Rest-Mex 2025: Researching Sentiment Evaluation in Text for Mexican Magical Towns.
IberLEF@SEPLN
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
2023 — conf
Optimizing Energy Operation and Planning using Ring Cellular Encode-Decode Univariate Marginal Distribution Algorithm.
GECCO Companion
Ansel Y. Rodríguez-González, Ángel Díaz-Pacheco, Ramón Aranda, Miguel Ángel Álvarez-Carmona, Yoan Martínez López, Julio Madera
2023 — conf
Oversampling Method Based Covariance Matrix Estimation in High-Dimensional Imbalanced Classification.
IWAIPR
Ireimis Leguen-devarona, Julio Madera, Héctor R. Gonzalez, Lise Tubex, Tim Verdonck
2023 — conf
Polarity Prediction in Tourism Cuban Reviews Using Transformer with Estimation of Distribution Algorithms.
IWAIPR
Orlando Grabiel Toledano-López, Miguel Ángel Álvarez-Carmona, Julio Madera, Alfredo Simón-Cuevas, Yoan Antonio López Rodríguez, Hector Raúl González Diez
2022 J jnl
A hybrid method based on estimation of distribution algorithms to train convolutional neural networks for text categorization.
Pattern Recognit. Lett.
Orlando Grabiel Toledano-López, Julio Madera, Héctor R. Gonzalez, Alfredo Simón-Cuevas
2022 — conf
Fine-tuning mT5-based Transformer via CMA-ES for Sentiment Analysis.
IberLEF@SEPLN
Orlando Grabiel Toledano-López, Julio Madera, Héctor R. Gonzalez, Alfredo Simón-Cuevas, Thomas Demeester, Erik Mannens
2022 J jnl
WCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective.
Appl. Soft Comput.
Ansel Y. Rodríguez-González, Fernando Lezama, Yoan Martínez-López, Julio Madera, João P. Soares, Zita A. Vale
2021 J jnl
Cellular estimation of distribution algorithm designed to solve the energy resource management problem under uncertainty.
Eng. Appl. Artif. Intell.
Yoan Martínez-López, Ansel Y. Rodríguez-González, Julio Madera, Miguel Bethencourt Mayedo, Fernando Lezama
2021 — conf
Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in Text Classification.
IWAIPR
Orlando Grabiel Toledano-López, Julio Madera, Héctor R. Gonzalez, Alfredo Simón-Cuevas
2020 J jnl
Cellular Evolutionary Algorithms with Estimation of Distribution.
Res. Comput. Sci.
Yoan Martínez-López, Julio Madera, Ansel Y. Rodríguez-González
2020 J jnl
Over-sampling imbalanced datasets using the Covariance Matrix.
EAI Endorsed Trans. Energy Web
Ireimis Leguen-devarona, Julio Madera, Yoan Martínez-López, José Carlos Hernández-Nieto
2020 J jnl
WIFROWAN: Wrapped Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification.
Computación y Sistemas
Mayte Guerra, Julio Madera
2019 J jnl
Cellular Estimation Gaussian Algorithm for Continuous Domain.
J. Intell. Fuzzy Syst.
Yoan Martínez López, Julio Madera, Ansel Y. Rodríguez-González, Stephen J. Barigye
2018 — conf
Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-Functions.
IWAIPR
Julio Madera, Alberto Ochoa Ortíz
2007 J jnl
Performance Evaluation of the Parallel Polytree Approximation Distribution Algorithm on Three Network Technologies.
Inteligencia Artif.
Julio Madera, Enrique Alba, Gabriel Luque
2006 — ch.
A Parallel Island Model for Estimation of Distribution Algorithms.
Towards a New Evolutionary Computation
Julio Madera, Enrique Alba, Alberto Ochoa
2006 A conf
Theory and Practice of Cellular UMDA for Discrete Optimization.
PPSN
Enrique Alba, Julio Madera, Bernabé Dorronsoro Díaz, Carlos Alberto Ochoa Ortíz Zezzatti, Marta Soto