Manuel Jesús Jiménez-Navarro

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Evolutionary Optimization

Feature Selection

Top Venues

Publications

Francisco Javier Galán-Sales, Maria Lourdes Linares-Barrera, Pablo Reina-Jiménez, Ana Rodríguez-López, Manuel Jesús Jiménez-Navarro
Toward Explaining Competitive Success in League of Legends: A Machine Learning Analysis. CAEPIA (2024)
Angela Robledo Troncoso-García, Manuel Jesús Jiménez-Navarro, Francisco Martínez-Álvarez, Alicia Troncoso
Ground-Level Ozone Forecasting Using Explainable Machine Learning. CAEPIA (2024)
Maria Lourdes Linares-Barrera, Manuel Jesús Jiménez-Navarro, Isabel Sofia Brito, José C. Riquelme, María Martínez-Ballesteros
Evolutionary Feature Selection for Time-Series Forecasting. SAC (2024)
Maria Lourdes Linares-Barrera, Manuel Jesús Jiménez-Navarro, José C. Riquelme, María Martínez-Ballesteros
Multi-Objective Lagged Feature Selection Based on Dependence Coefficient for Time-Series Forecasting. CAEPIA (2024)
Manuel Jesús Jiménez-Navarro, Belén Vega-Márquez, José María Luna-Romera, Manuel Carranza-García, María Martínez-Ballesteros
Association Rule Analysis of Student Satisfaction Surveys for Teaching Quality Evaluation. CISIS-ICEUTE (2023)
Manuel Jesús Jiménez-Navarro, María Martínez-Ballesteros, Isabel Sofia Brito, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés
A bioinspired ensemble approach for multi-horizon reference evapotranspiration forecasting in Portugal. SAC (2023)
Manuel Jesús Jiménez-Navarro, María Martínez-Ballesteros, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés
A new deep learning architecture with inductive bias balance for transformer oil temperature forecasting. J. Big Data 10 (1) (2023)
Manuel Jesús Jiménez-Navarro, Camilo Restrepo Estrada, Laura Melgar-García, David Gutiérrez-Avilés
Feature Selection Guided by CVOA Metaheuristic for Deep Neural Networks: Application to Multivariate Time Series Forecasting. SOCO (1) (2023)
Manuel Jesús Jiménez-Navarro, María Martínez-Ballesteros, Isabel Sofia Sousa Brito, Francisco Martínez-Álvarez, Gualberto Asencio-Cortés
Feature-Aware Drop Layer (FADL): A Nonparametric Neural Network Layer for Feature Selection. SOCO (2022)