Publicaciones en colaboración con investigadores/as de Universidad Politécnica de Valencia (18)

2023

  1. A particle swarm optimization algorithm with novelty search for combustion systems with ultra-low emissions and minimum fuel consumption

    Applied Soft Computing, Vol. 143

  2. Modelling the Transmission Dynamics of Obesity: A Multi-Objective Approach Using Dynamic Structured Grammatical Evolution

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

2022

  1. Approaching Epistemic and Aleatoric uncertainty with Evolutionary Optimization: Examples and Challenges

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  2. Evolutionary Approach to Model Calibration with Uncertainty: An Application to Breast Cancer Growth Model

    GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

  3. Novel methodological and computational techniques for uncertainty quantification in diabetes short-term management models using real data

    International Journal of Computer Mathematics

2021

  1. Probabilistic Fitting of Glucose Models with Real-Coded Genetic Algorithms

    2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings

2020

  1. A computational technique to predict the level of glucose of a diabetic patient with uncertainty in the short term

    Computational and Mathematical Methods, Vol. 2, Núm. 2

  2. Particle swarm grammatical evolution for energy demand estimation

    Energy Science and Engineering, Vol. 8, Núm. 4, pp. 1068-1079

2019

  1. Calibration of an agent-based simulation model to the data of women infected by Human Papillomavirus with uncertainty

    Applied Soft Computing Journal, Vol. 80, pp. 546-556

2018

  1. Ajuste de un modelo de crecimiento de tumores de vejiga mediante PSO y predicción con incertidumbre

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  2. Calibrating a large network model describing the transmission dynamics of the human papillomavirus using a particle swarm optimization algorithm in a distributed computing environment

    International Journal of High Performance Computing Applications, Vol. 32, Núm. 5, pp. 721-728

  3. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  4. Swarm hybrid optimization for a piecewise model fitting applied to a glucose model

    Journal of Systems and Information Technology, Vol. 20, Núm. 4, pp. 404-416

2017

  1. A genetic algorithm approach to customizing a glucose model based on usual therapeutic parameters

    Progress in Artificial Intelligence, Vol. 6, Núm. 3, pp. 255-261

  2. Preface

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2016

  1. Applications of evolutionary computation: 19th European conference, Evoapplications 2016 Porto, Portugal, March 30 – April 1, 2016 proceedings, part II

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Applications of evolutionary computation: 19th European conference, evoapplications 2016 Porto, Portugal, march 30 – april 1, 2016 proceedings, part I

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Modeling and predicting the Spanish Bachillerato academic results over the next few years using a random network model

    Physica A: Statistical Mechanics and its Applications, Vol. 442, pp. 36-49