Publicaciones en colaboración con investigadores/as de Universidad Rey Juan Carlos (43)

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

  2. Orthogonal projection for anomaly detection in networking datasets

    Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 6, pp. 7957-7966

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

  2. Identification of blood glucose patterns in patients with type 1 diabetes using continuous glucose monitoring and clustering techniques

    Endocrinologia, Diabetes y Nutricion, Vol. 68, Núm. 3, pp. 170-174

2020

  1. A ROS-based open tool for intelligent robotics education

    Applied Sciences (Switzerland), Vol. 10, Núm. 21, pp. 1-20

  2. Analysis of the performance of genetic programming on the blood glucose level prediction challenge 2020

    CEUR Workshop Proceedings

  3. Evolving energy demand estimation models over macroeconomic indicators

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

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

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

  5. Open-source drone programming course for distance engineering education

    Electronics (Switzerland), Vol. 9, Núm. 12, pp. 1-18

  6. Particle swarm grammatical evolution for energy demand estimation

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

  7. Profiled glucose forecasting using genetic programming and clustering

    Proceedings of the ACM Symposium on Applied Computing

  8. 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 diffraction methods, EBSD maps, and evolutionary algorithms

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

  3. Determination of microscopic residual stresses using evolutionary algorithms

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

  4. 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