Fernando Jiménez

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 39

Top Topics

Genetic Algorithm

Fuzzy Classification

Feature Selection

Top Venues

Artif. Intell. Medicine

J. Nonlinear Sci.

Publications

Khaled Hariz, Fernando Jiménez, Sina Ober-Blöbaum
Fractional variational integrators based on convolution quadrature. CoRR (2024)
L. Blanco, Fernando Jiménez, Javier de Lucas, Cristina Sardón
Geometry-Preserving Numerical Methods for Physical Systems with Finite-Dimensional Lie Algebras. J. Nonlinear Sci. 34 (1) (2024)
Raquel Espinosa, Fernando Jiménez, José Palma
Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning. IEEE Trans. Neural Networks Learn. Syst. 35 (7) (2024)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks. Swarm Evol. Comput. 88 (2024)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting. CoRR (2023)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data. Inf. Sci. 622 (2023)
Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks. IEEE Access 10 (2022)
Alfredo Bravo-Sánchez, Pablo Abián, Giacomo Lucenteforte, Fernando Jiménez, Javier Abián-Vicén
The Applicability of Shear Wave Elastography to Assess Myotendinous Stiffness of Lower Limbs during an Incremental Isometric Strength Test. Sensors 22 (20) (2022)
Fernando Jiménez, Gracia Sánchez, José Palma, Guido Sciavicco
Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches. Eng. Appl. Artif. Intell. 107 (2022)
Raquel Espinosa, Fernando Jiménez, José T. Palma
Multi-objective evolutionary spatio-temporal forecasting of air pollution. Future Gener. Comput. Syst. 136 (2022)
Fernando Jiménez, Sina Ober-Blöbaum
Fractional Damping Through Restricted Calculus of Variations. J. Nonlinear Sci. 31 (2) (2021)
Harold R. Chamorro, Adrián Josué Guel-Cortez, Yessica Africano, Fernando Jiménez, Reinaldo Tonkoski, Wilmar Martinez
Grid Frequency Estimation based on Extended Kalman Filter in Connected AC Microgrids. ISIE (2021)
Raquel Espinosa, José Palma, Fernando Jiménez, Joanna Kaminska, Guido Sciavicco, Estrella Lucena-Sánchez
A time series forecasting based multi-criteria methodology for air quality prediction. Appl. Soft Comput. 113 (Part) (2021)
Alfredo Bravo-Sánchez, Pablo Abián, Jorge Sánchez-Infante, Paula Esteban-Gacía, Fernando Jiménez, Javier Abián-Vicén
Objective Assessment of Regional Stiffness in Vastus Lateralis with Different Measurement Methods: A Reliability Study. Sensors 21 (9) (2021)
Luis Miralles-Pechuán, Fernando Jiménez, Josá Manuel García
An Alternative Auction System to Generalized Second-Price for Real-Time Bidding Optimized Using Genetic Algorithms. ICICT (2) (2021)
Fernando Jiménez, Estrella Lucena-Sánchez, Gracia Sánchez, Guido Sciavicco
Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression. IEEE Access 9 (2021)
Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
Multivariate feature ranking of gene expression data. CoRR (2021)
Alvin Gregory, Eduardo E. Yepes Calderon, Fernando Jiménez, J. Gordon McComb, Fernando Yepes-Calderon
Fairly Ranking the Neediest in Worldwide Social Systems. An Artificial Intelligence Approach Born in Cov2 Pandemic Outbreak. ICAI (2020)
Luis Miralles-Pechuán, Fernando Jiménez, José Manuel García Carrasco
A novel auction system for selecting advertisements in Real-Time bidding. CoRR (2020)
Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios
A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy. Artif. Intell. Medicine 102 (2020)
Harold R. Chamorro, Camilo Pazmino, David Paez, Fernando Jiménez, Josep M. Guerrero, Vijay K. Sood, Wilmar Martinez
Multi-agent Control Strategy for Microgrids using Petri Nets. ISIE (2020)
Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions. CIKM (2020)
Fernando Jiménez, José T. Palma, Gracia Sánchez, David Marín, Francisco Palacios Ortega, M. D. Lucía López
Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction. Artif. Intell. Medicine 104 (2020)
Estrella Lucena-Sánchez, Fernando Jiménez, Guido Sciavicco, Joanna Kaminska
Simple Versus Composed Temporal Lag Regression with Feature Selection, with an Application to Air Quality Modeling. EAIS (2020)
Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
A Deep Q-learning/genetic Algorithms Based Novel Methodology For Optimizing Covid-19 Pandemic Government Actions. CoRR (2020)
Fernando Jiménez, Carlos Martínez, Enrico Marzano, José T. Palma, Gracia Sánchez, Guido Sciavicco
Multiobjective Evolutionary Feature Selection for Fuzzy Classification. IEEE Trans. Fuzzy Syst. 27 (5) (2019)
Fernando Jiménez, Sina Ober-Blöbaum
Local Truncation Error of Low-Order Fractional Variational Integrators. GSI (2019)
Andrea Brunello, Fernando Jiménez, Enrico Marzano, Angelo Montanari, Gracia Sánchez, Guido Sciavicco
Multiobjective evolutionary feature selection and fuzzy classification of contact centre data. Expert Syst. J. Knowl. Eng. 36 (3) (2019)
Fernando Jiménez, Alessia Paoletti, Gracia Sánchez, Guido Sciavicco
Predicting the Risk of Academic Dropout With Temporal Multi-Objective Optimization. IEEE Trans. Learn. Technol. 12 (2) (2019)
Fernando Jiménez, Horacio Emilio Pérez Sánchez, José T. Palma, Gracia Sánchez, Carlos Martínez
A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening. Soft Comput. 23 (18) (2019)
Fernando Jiménez, Carlos Martínez, Luis Miralles Pechuán, Gracia Sánchez, Guido Sciavicco
Multi-Objective Evolutionary Rule-Based Classification with Categorical Data. Entropy 20 (9) (2018)
Andrea Brunello, Fernando Jiménez, Enrico Marzano, José Palma, Gracia Sánchez, Guido Sciavicco
Towards semi-automatic human performance evaluation: The case study of a contact center. Intell. Data Anal. 22 (4) (2018)
Anthony M. Bloch, Leonardo Colombo, Fernando Jiménez
The variational discretizaton of the constrained higher-order Lagrange-Poincaré equations. CoRR (2018)
Luis Miralles Pechuán, Dafne Rosso, Fernando Jiménez, José M. García
A methodology based on Deep Learning for advert value calculation in CPM, CPC and CPA networks. Soft Comput. 21 (3) (2017)
Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
Finite Satisfiability of Interval Temporal Logic Formulas with Multi-Objective Metaheuristics. J. Multiple Valued Log. Soft Comput. 28 (2-3) (2017)
Fernando Jiménez, Gracia Sánchez, José M. García, Guido Sciavicco, Luis Miralles Pechuán
Multi-objective evolutionary feature selection for online sales forecasting. Neurocomputing 234 (2017)
John William Vásquez Capacho, Audine Subias, Louise Travé-Massuyès, Fernando Jiménez
Alarm management via temporal pattern learning. Eng. Appl. Artif. Intell. 65 (2017)
Fernando Jiménez, Rosalia Jódar, Maria del Pilar Martín, Gracia Sánchez, Guido Sciavicco
Unsupervised feature selection for interpretable classification in behavioral assessment of children. Expert Syst. J. Knowl. Eng. 34 (4) (2017)
Dong Eui Chang, Fernando Jiménez, Matthew Perlmutter
Feedback Integrators. J. Nonlinear Sci. 26 (6) (2016)
John William Vásquez, Louise Travé-Massuyès, Audine Subias, Fernando Jiménez, Carlos Agudelo
Chronicle Based Alarm Management in Startup and Shutdown Stages. DX (2015)
Fernando Jiménez, Enrico Marzano, Gracia Sánchez, Guido Sciavicco, Nicola Vitacolonna
Attribute Selection Via Multi-Objective Evolutionary Computation Applied to Multi-Skill Contact Center Data Classification. SSCI (2015)
Fernando Jiménez, Gracia Sánchez, José M. Juárez
Multi-objective evolutionary algorithms for fuzzy classification in survival prediction. Artif. Intell. Medicine 60 (3) (2014)
Fernando Jiménez, Marin Kobilarov, David Martín de Diego
Discrete Variational Optimal Control. J. Nonlinear Sci. 23 (3) (2013)
Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms. FOGA (2013)
Horacio Hoyos Rodriguez, Fernando Jiménez, Rubby Casallas, Darío Correal
Tucan - Virtual prototype generation and time constraints analysis of real-time embedded systems. Des. Autom. Embed. Syst. 17 (1) (2013)
Fernando Jiménez, Gracia Sánchez, Pandian Vasant
A multi-objective evolutionary approach for fuzzy optimization in production planning. J. Intell. Fuzzy Syst. 25 (2) (2013)
Alberto Reyes, Yasmín Hernández, Pablo deBuen, Eduardo Islas, Miguel Pérez-Ramírez, Carlos F. García-Hernández, Guillermo Rodríguez, Rogelio Martínez, Fernando Jiménez
Intelligent Tutoring and Training Tools for the Electric Power Sector Developed at IIE. Res. Comput. Sci. 47 (2012)
Horacio Hoyos, Rubby Casallas, Fernando Jiménez
Model-based framework for embedded system product line. IECON (2012)
Horacio Hoyos, Rubby Casallas, Fernando Jiménez
HiLeS-T: an ADL for early requirement verification of embedded systems. ACES-MB@MoDELS (2012)
A. Jara, R. Martínez, D. Vigueras, Gracia Sánchez, Fernando Jiménez
Attribute Selection by Multiobjective Evolutionary Computation Applied to Mortality from Infection in Severe Burns Patients. HEALTHINF (2011)
Eduardo Lupiani, José M. Juárez, Fernando Jiménez, José T. Palma
Evaluating Case Selection Algorithms for Analogical Reasoning Systems. IWINAC (1) (2011)
Horacio Hoyos, Rubby Casallas, Fernando Jiménez, Darío Correal
HiLeS2: model driven embedded system virtual prototype generation. SpringSim (TMS-DEVS) (2011)
Eduardo Lupiani, Fernando Jiménez, José M. Juárez, José T. Palma
An Evolutionary Multiobjective Constrained Optimisation Approach for Case Selection: Evaluation in a Medical Problem. CAEPIA (2011)
Fernando Jiménez, David Martín de Diego
A geometric approach to discrete mechanics for optimal control theory. CDC (2010)
Gracia Sánchez, Fernando Jiménez, José F. Sánchez, José M. Alcaraz
A Multi-objective Neuro-evolutionary Algorithm to Obtain Interpretable Fuzzy Models. CAEPIA (2009)
Fernando Jiménez, Gracia Sánchez, José M. Juárez, José M. Alcaraz, José F. Sánchez
Fuzzy Classification of Mortality by Infection of Severe Burnt Patients Using Multiobjective Evolutionary Algorithms. IWINAC (1) (2009)
Fernando Jiménez, Gracia Sánchez, José F. Sánchez, José M. Alcaraz
Fuzzy Classification with Multi-objective Evolutionary Algorithms. HAIS (2008)
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
Improving interpretability in approximative fuzzy models via multiobjective evolutionary algorithms. Int. J. Intell. Syst. 22 (9) (2007)
Gracia Sánchez, Fernando Jiménez
Fuzzy Optimization with Multi-Objective Evolutionary Algorithms: a Case Study. MCDM (2007)
Fernando Jiménez, Gracia Sánchez, Pandian Vasant, José L. Verdegay
A Multi-Objective Evolutionary Approach for Fuzzy Optimization in Production Planning. SMC (2006)
Fernando Jiménez, José Manuel Cadenas, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
Multi-objective evolutionary computation and fuzzy optimization. Int. J. Approx. Reason. 43 (1) (2006)
Jose Miguel Lucas, Humberto Martínez-Barberá, Fernando Jiménez
Multi-objective evolutionary fuzzy modeling for the docking maneuver of an automated guided vehicle. SMC (2005)
José Miguel Lucas, Humberto Martínez, Fernando Jiménez
Multiobjective Evolutionary Fuzzy Modelling in Mobile Robotics. EUSFLAT Conf. (2005)
Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms. Fuzzy Days (2004)
Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
A multi-objective evolutionary approach for nonlinear constrained optimization with fuzzy costs. SMC (6) (2004)
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
Improving interpretability in approximative fuzzy models via multi-objective evolutionary algorithms. EUSFLAT Conf. (2003)
Gracia Sánchez, Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta
Multi-objective Evolutionary Algorithms based fuzzy optimization. SMC (2003)
Brian Carse, Anthony G. Pipe, Ingo Renners, Adolf Grauel, Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez, Oscar Cordón, Francisco Herrera, Fernando A. C. Gomide, Igor Walter, Antonio González Muñoz, Raúl Pérez
Current issues and future directions in evolutionary fuzzy systems research. EUSFLAT Conf. (2003)
Fernando Jiménez, José Manuel Cadenas, José L. Verdegay, Gracia Sánchez
Solving fuzzy optimization problems by evolutionary algorithms. Inf. Sci. 152 (2003)
Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
A Multi-Objective Neuro-Evolutionary Algorithm for Fuzzy Modeling. JCIS (2002)
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Mercedes Valdés, Juan A. Botía, Antonio M. Padilla
Towards a modeling framework for integrating hybrid techniques. FUZZ-IEEE (2002)
Fernando Jiménez, Antonio F. Skarmeta-Gómez, Gracia Sánchez, Kalyanmoy Deb
An evolutionary algorithm for constrained multi-objective optimization. IEEE Congress on Evolutionary Computation (2002)
Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta
A Pareto-Evolutionary Approach for Goal and Priority Based Multi-Objective Optimization Problems. JCIS (2002)
Antonio Fernandez Gómez-Skarmeta, Mercedes Valdés, Fernando Jiménez, Javier G. Marín-Blázquez
Approximative fuzzy rules approaches for classification with hybrid-GA techniques. Inf. Sci. 136 (1-4) (2001)
Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta, Johannes A. Roubos, Robert Babuska
Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization. EMO (2001)
Fernando Jiménez, José L. Verdegay
Solving fuzzy solid transportation problems by an evolutionary algorithm based parametric approach. Eur. J. Oper. Res. 117 (3) (1999)
Fernando Jiménez, José L. Verdegay
An Evolutionary Algorithm for Interval Solid Transportation Problems. Evol. Comput. 7 (1) (1999)
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez
Fuzzy modeling with hybrid systems. Fuzzy Sets Syst. 104 (2) (1999)
Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Jesús Ibáñez
Pareto-optimality in Scheduling Problems. Fuzzy Days (1999)
Fernando Jiménez, José L. Verdegay
Uncertain solid transportation problems. Fuzzy Sets Syst. 100 (1-3) (1998)