Publications dans lesquelles il/elle collabore avec José Manuel Colmenar (56)

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)

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. 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. 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. Evolutionary design of the memory subsystem

    Applied Soft Computing Journal, Vol. 62, pp. 1088-1101

  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)

  3. Enhancing grammatical evolution through data augmentation: Application to blood glucose forecasting

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

2016

  1. Compilable phenotypes: Speeding-up the evaluation of glucose models in grammatical evolution

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

  2. 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

  3. Multi-objective optimization of energy consumption and execution time in a single level cache memory for embedded systems

    Journal of Systems and Software, Vol. 111, pp. 200-212