Fernando Jiménez

88 papers A 2B 6C 3Misc 1Journal 51Unranked 24

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Fractional Variational Integrators Based on Convolution Quadrature. J. Nonlinear Sci. Khaled Hariz Belgacem, Fernando Jiménez, Sina Ober-Blöbaum
2025	J	`jnl`	Multi-objective evolutionary feature selection for ensemble learning with random forests in time series forecasting. Swarm Evol. Comput. Raquel Espinosa, Gracia Sánchez, José Palma, Fernando Jiménez
2025	J	`jnl`	On Runge-Kutta convolution quadrature based fractional variational integrators. CoRR Khaled Hariz, Sina Ober-Blöbaum, Fernando Jiménez
2025	J	`jnl`	Permutation-based multi-objective evolutionary feature selection for high-dimensional data. CoRR Raquel Espinosa, Gracia Sánchez, José Palma, Fernando Jiménez
2025	J	`jnl`	Sensitivity-Constrained Evolutionary Feature Selection for Imbalanced Medical Classification: A Case Study on Rotator Cuff Tear Surgery Prediction. Algorithms Jose María Belmonte, Fernando Jiménez, Gracia Sánchez, Santiago Gabardo, Natalia Martínez-Catalán, Emilio Calvo, Gregorio Bernabé, José Manuel García
2025	J	`jnl`	Survival risk prediction in hematopoietic stem cell transplantation for multiple myeloma. J. Integr. Bioinform. Jose María Belmonte, Miguel Blanquer, Gregorio Bernabé, Fernando Jiménez, José Manuel García
2024	J	`jnl`	Fractional variational integrators based on convolution quadrature. CoRR Khaled Hariz, Fernando Jiménez, Sina Ober-Blöbaum
2024	J	`jnl`	Geometry-Preserving Numerical Methods for Physical Systems with Finite-Dimensional Lie Algebras. J. Nonlinear Sci. L. Blanco, Fernando Jiménez, Javier de Lucas, Cristina Sardón
2024	J	`jnl`	Surrogate-Assisted and Filter-Based Multiobjective Evolutionary Feature Selection for Deep Learning. IEEE Trans. Neural Networks Learn. Syst. Raquel Espinosa, Fernando Jiménez, José Palma
2024	J	`jnl`	Surrogate-assisted multi-objective evolutionary feature selection of generation-based fixed evolution control for time series forecasting with LSTM networks. Swarm Evol. Comput. Raquel Espinosa, Fernando Jiménez, José T. Palma
2023	J	`jnl`	Embedded feature selection in LSTM networks with multi-objective evolutionary ensemble learning for time series forecasting. CoRR Raquel Espinosa, Fernando Jiménez, José T. Palma
2023	J	`jnl`	Multi-surrogate assisted multi-objective evolutionary algorithms for feature selection in regression and classification problems with time series data. Inf. Sci. Raquel Espinosa, Fernando Jiménez, José T. Palma
2022	J	`jnl`	Multi-objective evolutionary spatio-temporal forecasting of air pollution. Future Gener. Comput. Syst. Raquel Espinosa, Fernando Jiménez, José T. Palma
2022	J	`jnl`	Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks. IEEE Access Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
2022	J	`jnl`	The Applicability of Shear Wave Elastography to Assess Myotendinous Stiffness of Lower Limbs during an Incremental Isometric Strength Test. Sensors Alfredo Bravo-Sánchez, Pablo Abián, Giacomo Lucenteforte, Fernando Jiménez, Javier Abián-Vicén
2022	J	`jnl`	Three-objective constrained evolutionary instance selection for classification: Wrapper and filter approaches. Eng. Appl. Artif. Intell. Fernando Jiménez, Gracia Sánchez, José Palma, Guido Sciavicco
2021	J	`jnl`	A time series forecasting based multi-criteria methodology for air quality prediction. Appl. Soft Comput. Raquel Espinosa, José Palma, Fernando Jiménez, Joanna Kaminska, Guido Sciavicco, Estrella Lucena-Sánchez
2021	—	`conf`	An Alternative Auction System to Generalized Second-Price for Real-Time Bidding Optimized Using Genetic Algorithms. ICICT (2) Luis Miralles-Pechuán, Fernando Jiménez, Josá Manuel García
2021	J	`jnl`	Fractional Damping Through Restricted Calculus of Variations. J. Nonlinear Sci. Fernando Jiménez, Sina Ober-Blöbaum
2021	—	`conf`	Grid Frequency Estimation based on Extended Kalman Filter in Connected AC Microgrids. ISIE Harold R. Chamorro, Adrián Josué Guel-Cortez, Yessica Africano, Fernando Jiménez, Reinaldo Tonkoski, Wilmar Martinez
2021	J	`jnl`	Multi-Objective Evolutionary Simultaneous Feature Selection and Outlier Detection for Regression. IEEE Access Fernando Jiménez, Estrella Lucena-Sánchez, Gracia Sánchez, Guido Sciavicco
2021	J	`jnl`	Multivariate feature ranking of gene expression data. CoRR Fernando Jiménez, Gracia Sánchez, José Palma, Luis Miralles-Pechuán, Juan A. Botía
2021	J	`jnl`	Objective Assessment of Regional Stiffness in Vastus Lateralis with Different Measurement Methods: A Reliability Study. Sensors Alfredo Bravo-Sánchez, Pablo Abián, Jorge Sánchez-Infante, Paula Esteban-Gacía, Fernando Jiménez, Javier Abián-Vicén
2020	J	`jnl`	A Deep Q-learning/genetic Algorithms Based Novel Methodology For Optimizing Covid-19 Pandemic Government Actions. CoRR Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
2020	A	`conf`	A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions. CIKM Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, Lourdes Martínez-Villaseñor
2020	J	`jnl`	A methodology based on multiple criteria decision analysis for combining antibiotics in empirical therapy. Artif. Intell. Medicine Manuel Campos, Fernando Jiménez, Gracia Sánchez, Jose M. Juarez, Antonio Morales Nicolás, Bernardo Cánovas-Segura, Francisco Palacios
2020	J	`jnl`	A novel auction system for selecting advertisements in Real-Time bidding. CoRR Luis Miralles-Pechuán, Fernando Jiménez, José Manuel García Carrasco
2020	—	`conf`	Fairly Ranking the Neediest in Worldwide Social Systems. An Artificial Intelligence Approach Born in Cov2 Pandemic Outbreak. ICAI Alvin Gregory, Eduardo E. Yepes Calderon, Fernando Jiménez, J. Gordon McComb, Fernando Yepes-Calderon
2020	J	`jnl`	Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction. Artif. Intell. Medicine Fernando Jiménez, José T. Palma, Gracia Sánchez, David Marín, Francisco Palacios Ortega, M. D. Lucía López
2020	—	`conf`	Multi-agent Control Strategy for Microgrids using Petri Nets. ISIE Harold R. Chamorro, Camilo Pazmino, David Paez, Fernando Jiménez, Josep M. Guerrero, Vijay K. Sood, Wilmar Martinez
2020	—	`conf`	Simple Versus Composed Temporal Lag Regression with Feature Selection, with an Application to Air Quality Modeling. EAIS Estrella Lucena-Sánchez, Fernando Jiménez, Guido Sciavicco, Joanna Kaminska
2019	J	`jnl`	A methodology for evaluating multi-objective evolutionary feature selection for classification in the context of virtual screening. Soft Comput. Fernando Jiménez, Horacio Emilio Pérez Sánchez, José T. Palma, Gracia Sánchez, Carlos Martínez
2019	—	`conf`	Local Truncation Error of Low-Order Fractional Variational Integrators. GSI Fernando Jiménez, Sina Ober-Blöbaum
2019	J	`jnl`	Multiobjective Evolutionary Feature Selection for Fuzzy Classification. IEEE Trans. Fuzzy Syst. Fernando Jiménez, Carlos Martínez, Enrico Marzano, José T. Palma, Gracia Sánchez, Guido Sciavicco
2019	J	`jnl`	Multiobjective evolutionary feature selection and fuzzy classification of contact centre data. Expert Syst. J. Knowl. Eng. Andrea Brunello, Fernando Jiménez, Enrico Marzano, Angelo Montanari, Gracia Sánchez, Guido Sciavicco
2019	J	`jnl`	Predicting the Risk of Academic Dropout With Temporal Multi-Objective Optimization. IEEE Trans. Learn. Technol. Fernando Jiménez, Alessia Paoletti, Gracia Sánchez, Guido Sciavicco
2018	J	`jnl`	Multi-Objective Evolutionary Rule-Based Classification with Categorical Data. Entropy Fernando Jiménez, Carlos Martínez, Luis Miralles Pechuán, Gracia Sánchez, Guido Sciavicco
2018	J	`jnl`	The variational discretizaton of the constrained higher-order Lagrange-Poincaré equations. CoRR Anthony M. Bloch, Leonardo Colombo, Fernando Jiménez
2018	J	`jnl`	Towards semi-automatic human performance evaluation: The case study of a contact center. Intell. Data Anal. Andrea Brunello, Fernando Jiménez, Enrico Marzano, José Palma, Gracia Sánchez, Guido Sciavicco
2017	J	`jnl`	A methodology based on Deep Learning for advert value calculation in CPM, CPC and CPA networks. Soft Comput. Luis Miralles Pechuán, Dafne Rosso, Fernando Jiménez, José M. García
2017	J	`jnl`	Alarm management via temporal pattern learning. Eng. Appl. Artif. Intell. John William Vásquez Capacho, Audine Subias, Louise Travé-Massuyès, Fernando Jiménez
2017	J	`jnl`	Finite Satisfiability of Interval Temporal Logic Formulas with Multi-Objective Metaheuristics. J. Multiple Valued Log. Soft Comput. Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
2017	J	`jnl`	Multi-objective evolutionary feature selection for online sales forecasting. Neurocomputing Fernando Jiménez, Gracia Sánchez, José M. García, Guido Sciavicco, Luis Miralles Pechuán
2017	J	`jnl`	Unsupervised feature selection for interpretable classification in behavioral assessment of children. Expert Syst. J. Knowl. Eng. Fernando Jiménez, Rosalia Jódar, Maria del Pilar Martín, Gracia Sánchez, Guido Sciavicco
2016	J	`jnl`	Feedback Integrators. J. Nonlinear Sci. Dong Eui Chang, Fernando Jiménez, Matthew Perlmutter
2015	—	`conf`	Attribute Selection Via Multi-Objective Evolutionary Computation Applied to Multi-Skill Contact Center Data Classification. SSCI Fernando Jiménez, Enrico Marzano, Gracia Sánchez, Guido Sciavicco, Nicola Vitacolonna
2015	C	`conf`	Chronicle Based Alarm Management in Startup and Shutdown Stages. DX John William Vásquez, Louise Travé-Massuyès, Audine Subias, Fernando Jiménez, Carlos Agudelo
2014	J	`jnl`	Multi-objective evolutionary algorithms for fuzzy classification in survival prediction. Artif. Intell. Medicine Fernando Jiménez, Gracia Sánchez, José M. Juárez
2013	J	`jnl`	A multi-objective evolutionary approach for fuzzy optimization in production planning. J. Intell. Fuzzy Syst. Fernando Jiménez, Gracia Sánchez, Pandian Vasant
2013	J	`jnl`	Discrete Variational Optimal Control. J. Nonlinear Sci. Fernando Jiménez, Marin Kobilarov, David Martín de Diego
2013	A	`conf`	Finite satisfiability of propositional interval logic formulas with multi-objective evolutionary algorithms. FOGA Davide Bresolin, Fernando Jiménez, Gracia Sánchez, Guido Sciavicco
2013	J	`jnl`	Tucan - Virtual prototype generation and time constraints analysis of real-time embedded systems. Des. Autom. Embed. Syst. Horacio Hoyos Rodriguez, Fernando Jiménez, Rubby Casallas, Darío Correal
2012	—	`conf`	HiLeS-T: an ADL for early requirement verification of embedded systems. ACES-MB@MoDELS Horacio Hoyos, Rubby Casallas, Fernando Jiménez
2012	J	`jnl`	Intelligent Tutoring and Training Tools for the Electric Power Sector Developed at IIE. Res. Comput. Sci. Alberto Reyes, Yasmín Hernández, Pablo deBuen, Eduardo Islas, Miguel Pérez-Ramírez, Carlos F. García-Hernández, Guillermo Rodríguez, Rogelio Martínez, Fernando Jiménez
2012	C	`conf`	Model-based framework for embedded system product line. IECON Horacio Hoyos, Rubby Casallas, Fernando Jiménez
2011	—	`conf`	An Evolutionary Multiobjective Constrained Optimisation Approach for Case Selection: Evaluation in a Medical Problem. CAEPIA Eduardo Lupiani, Fernando Jiménez, José M. Juárez, José T. Palma
2011	—	`conf`	Attribute Selection by Multiobjective Evolutionary Computation Applied to Mortality from Infection in Severe Burns Patients. HEALTHINF A. Jara, R. Martínez, D. Vigueras, Gracia Sánchez, Fernando Jiménez
2011	—	`conf`	Evaluating Case Selection Algorithms for Analogical Reasoning Systems. IWINAC (1) Eduardo Lupiani, José M. Juárez, Fernando Jiménez, José T. Palma
2011	—	`conf`	HiLeS2: model driven embedded system virtual prototype generation. SpringSim (TMS-DEVS) Horacio Hoyos, Rubby Casallas, Fernando Jiménez, Darío Correal
2010	—	`conf`	A geometric approach to discrete mechanics for optimal control theory. CDC Fernando Jiménez, David Martín de Diego
2009	—	`conf`	A Multi-objective Neuro-evolutionary Algorithm to Obtain Interpretable Fuzzy Models. CAEPIA Gracia Sánchez, Fernando Jiménez, José F. Sánchez, José M. Alcaraz
2009	—	`conf`	Fuzzy Classification of Mortality by Infection of Severe Burnt Patients Using Multiobjective Evolutionary Algorithms. IWINAC (1) Fernando Jiménez, Gracia Sánchez, José M. Juárez, José M. Alcaraz, José F. Sánchez
2008	Misc	`conf`	Fuzzy Classification with Multi-objective Evolutionary Algorithms. HAIS Fernando Jiménez, Gracia Sánchez, José F. Sánchez, José M. Alcaraz
2007	—	`conf`	Fuzzy Optimization with Multi-Objective Evolutionary Algorithms: a Case Study. MCDM Gracia Sánchez, Fernando Jiménez
2007	J	`jnl`	Improving interpretability in approximative fuzzy models via multiobjective evolutionary algorithms. Int. J. Intell. Syst. Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
2006	B	`conf`	A Multi-Objective Evolutionary Approach for Fuzzy Optimization in Production Planning. SMC Fernando Jiménez, Gracia Sánchez, Pandian Vasant, José L. Verdegay
2006	—	`ch.`	Fuzzy Tuning for the Docking Maneuver Controller of an Automated Guided Vehicle. Multi-Objective Machine Learning José Miguel Lucas, Humberto Martínez, Fernando Jiménez
2006	J	`jnl`	Multi-objective evolutionary computation and fuzzy optimization. Int. J. Approx. Reason. Fernando Jiménez, José Manuel Cadenas, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2005	B	`conf`	Multi-objective evolutionary fuzzy modeling for the docking maneuver of an automated guided vehicle. SMC José Miguel Lucas, Humberto Martínez Barberá, Fernando Jiménez
2005	—	`conf`	Multiobjective Evolutionary Fuzzy Modelling in Mobile Robotics. EUSFLAT Conf. José Miguel Lucas, Humberto Martínez, Fernando Jiménez
2004	—	`conf`	A multi-objective evolutionary approach for nonlinear constrained optimization with fuzzy costs. SMC (6) Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2004	—	`conf`	Nonlinear Optimization with Fuzzy Constraints by Multi-Objective Evolutionary Algorithms. Fuzzy Days Fernando Jiménez, Gracia Sánchez, José Manuel Cadenas, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2003	—	`conf`	Current issues and future directions in evolutionary fuzzy systems research. EUSFLAT Conf. 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
2003	—	`conf`	Improving interpretability in approximative fuzzy models via multi-objective evolutionary algorithms. EUSFLAT Conf. Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Gracia Sánchez
2003	B	`conf`	Multi-objective Evolutionary Algorithms based fuzzy optimization. SMC Gracia Sánchez, Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta
2003	J	`jnl`	Solving fuzzy optimization problems by evolutionary algorithms. Inf. Sci. Fernando Jiménez, José Manuel Cadenas, José L. Verdegay, Gracia Sánchez
2002	—	`conf`	A Multi-Objective Neuro-Evolutionary Algorithm for Fuzzy Modeling. JCIS Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta, José L. Verdegay
2002	—	`conf`	A Pareto-Evolutionary Approach for Goal and Priority Based Multi-Objective Optimization Problems. JCIS Fernando Jiménez, Gracia Sánchez, Antonio Fernandez Gómez-Skarmeta
2002	B	`conf`	An evolutionary algorithm for constrained multi-objective optimization. IEEE Congress on Evolutionary Computation Fernando Jiménez, Antonio F. Skarmeta-Gómez, Gracia Sánchez, Kalyanmoy Deb
2002	B	`conf`	Towards a modeling framework for integrating hybrid techniques. FUZZ-IEEE Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Mercedes Valdés, Juan A. Botía, Antonio M. Padilla
2001	C	`conf`	Accurate, Transparent, and Compact Fuzzy Models for Function Approximation and Dynamic Modeling through Multi-objective Evolutionary Optimization. EMO Fernando Jiménez, Antonio Fernandez Gómez-Skarmeta, Johannes A. Roubos, Robert Babuska
2001	J	`jnl`	Approximative fuzzy rules approaches for classification with hybrid-GA techniques. Inf. Sci. Antonio Fernandez Gómez-Skarmeta, Mercedes Valdés, Fernando Jiménez, Javier G. Marín-Blázquez
2000	B	`conf`	Evolutionary computation techniques for behaviour fusion in autonomous mobile robots. CEC Humberto Martínez, Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Miguel Zamora
1999	J	`jnl`	An Evolutionary Algorithm for Interval Solid Transportation Problems. Evol. Comput. Fernando Jiménez, José L. Verdegay
1999	J	`jnl`	Fuzzy modeling with hybrid systems. Fuzzy Sets Syst. Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez
1999	—	`conf`	Pareto-optimality in Scheduling Problems. Fuzzy Days Antonio Fernandez Gómez-Skarmeta, Fernando Jiménez, Jesús Ibáñez
1999	J	`jnl`	Solving fuzzy solid transportation problems by an evolutionary algorithm based parametric approach. Eur. J. Oper. Res. Fernando Jiménez, José L. Verdegay
1998	J	`jnl`	Uncertain solid transportation problems. Fuzzy Sets Syst. Fernando Jiménez, José L. Verdegay