Julio Madera

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 12

Top Topics

Text Classification

Imbalanced Datasets

Estimation Of Distribution Algorithms

Top Venues

EAI Endorsed Trans. Energy Web

Eng. Appl. Artif. Intell.

Publications

Orlando Grabiel Toledano-López, Miguel Ángel Álvarez Carmona, Julio Madera, Alfredo Simón-Cuevas, Yoan Antonio López Rodríguez, Hector Raúl González Diez
Polarity Prediction in Tourism Cuban Reviews Using Transformer with Estimation of Distribution Algorithms. IWAIPR (2023)
Ansel Y. Rodríguez González, Ángel Díaz-Pacheco, Ramón Aranda, Miguel Ángel Álvarez Carmona, Yoan Martínez López, Julio Madera
Optimizing Energy Operation and Planning using Ring Cellular Encode-Decode Univariate Marginal Distribution Algorithm. GECCO Companion (2023)
Ireimis Leguen-devarona, Julio Madera, Hector González, Lise Tubex, Tim Verdonck
Oversampling Method Based Covariance Matrix Estimation in High-Dimensional Imbalanced Classification. IWAIPR (2023)
Ansel Y. Rodríguez González, Fernando Lezama, Yoan Martínez-López, Julio Madera, João P. Soares, Zita A. Vale
WCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective. Appl. Soft Comput. 125 (2022)
Orlando Grabiel Toledano-López, Julio Madera, Hector Gonzalez, Alfredo Simón-Cuevas
A hybrid method based on estimation of distribution algorithms to train convolutional neural networks for text categorization. Pattern Recognit. Lett. 160 (2022)
Orlando Grabiel Toledano-López, Julio Madera, Hector González, Alfredo Simón-Cuevas, Thomas Demeester, Erik Mannens
Fine-tuning mT5-based Transformer via CMA-ES for Sentiment Analysis. IberLEF@SEPLN (2022)
Orlando Grabiel Toledano-López, Julio Madera, Hector Gonzalez, Alfredo Simón-Cuevas
Covariance Matrix Adaptation Evolution Strategy for Convolutional Neural Network in Text Classification. IWAIPR (2021)
Yoan Martínez-López, Ansel Y. Rodríguez González, Julio Madera, Miguel Bethencourt Mayedo, Fernando Lezama
Cellular estimation of distribution algorithm designed to solve the energy resource management problem under uncertainty. Eng. Appl. Artif. Intell. 101 (2021)
Ireimis Leguen-devarona, Julio Madera, Yoan Martínez-López, José Carlos Hernández-Nieto
Over-sampling imbalanced datasets using the Covariance Matrix. EAI Endorsed Trans. Energy Web 7 (27) (2020)
Mayte Guerra, Julio Madera
WIFROWAN: Wrapped Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification. Computación y Sistemas 24 (3) (2020)
Yoan Martínez López, Julio Madera, Ansel Y. Rodríguez González, Stephen J. Barigye
Cellular Estimation Gaussian Algorithm for Continuous Domain. J. Intell. Fuzzy Syst. 36 (5) (2019)
Julio Madera, Alberto Ochoa Ortíz
Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-Functions. IWAIPR (2018)
Julio Madera, Enrique Alba, Gabriel Luque
Performance Evaluation of the Parallel Polytree Approximation Distribution Algorithm on Three Network Technologies. Inteligencia Artif. 11 (35) (2007)
Enrique Alba Torres, Julio Madera, Bernabé Dorronsoro Díaz, Carlos Alberto Ochoa Ortíz Zezzatti, Marta Soto
Theory and Practice of Cellular UMDA for Discrete Optimization. PPSN (2006)