Publicaciones en colaboración con investigadores/as de Universidad Rey Juan Carlos (25)

2023

  1. Comparing Individual Representations in Grammar-Guided Genetic Programming for Glucose Prediction in People with Diabetes

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

2022

  1. Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios

    Genetic Programming and Evolvable Machines, Vol. 23, Núm. 2, pp. 161-192

  2. Obtaining Difference Equations for Glucose Prediction by Structured Grammatical Evolution and Sparse Identification

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

  3. WebGE: An Open-Source Tool for Symbolic Regression Using Grammatical Evolution

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

2021

  1. Glucose forecasting using genetic programming and latent glucose variability features

    Applied Soft Computing

2020

  1. Evolving energy demand estimation models over macroeconomic indicators

    GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference

  2. Multilayer analysis of population diversity in grammatical evolution for symbolic regression

    Soft Computing, Vol. 24, Núm. 15, pp. 11283-11295

  3. Particle swarm grammatical evolution for energy demand estimation

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

  4. Profiled glucose forecasting using genetic programming and clustering

    Proceedings of the ACM Symposium on Applied Computing

  5. Short and Medium Term Blood Glucose Prediction Using Multi-objective Grammatical Evolution

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

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

  2. Determination of microscopic residual stresses using evolutionary algorithms

    PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCCO'19 COMPANION)

  3. Structured grammatical evolution for glucose prediction in diabetic patients

    GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference

2018

  1. Automatic generation of models for energy demand estimation using Grammatical Evolution

    Energy, Vol. 164, pp. 183-193

  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. Glucose prognosis by grammatical evolution

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

  4. Identification of models for glucose blood values in diabetics by grammatical evolution

    Handbook of Grammatical Evolution (Springer International Publishing), pp. 367-393

  5. Un estudio sobre la influencia de la función objetivo en evolución gramatical para regresión simbólica

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

2017

  1. Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods

    Journal of Medical Systems, Vol. 41, Núm. 9

  2. Embedded grammars for grammatical evolution on GPGPU

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