JOSÉ IGNACIO
HIDALGO PÉREZ
Catedrático de universidad
Universidad Rey Juan Carlos
Madrid, EspañaPublicaciones en colaboración con investigadores/as de Universidad Rey Juan Carlos (25)
2023
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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
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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
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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)
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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
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Glucose forecasting using genetic programming and latent glucose variability features
Applied Soft Computing
2020
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Evolving energy demand estimation models over macroeconomic indicators
GECCO 2020 - Proceedings of the 2020 Genetic and Evolutionary Computation Conference
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Multilayer analysis of population diversity in grammatical evolution for symbolic regression
Soft Computing, Vol. 24, Núm. 15, pp. 11283-11295
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Particle swarm grammatical evolution for energy demand estimation
Energy Science and Engineering, Vol. 8, Núm. 4, pp. 1068-1079
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Profiled glucose forecasting using genetic programming and clustering
Proceedings of the ACM Symposium on Applied Computing
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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
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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
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Determination of microscopic residual stresses using evolutionary algorithms
PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCCO'19 COMPANION)
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Structured grammatical evolution for glucose prediction in diabetic patients
GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference
2018
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Automatic generation of models for energy demand estimation using Grammatical Evolution
Energy, Vol. 164, pp. 183-193
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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
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Glucose prognosis by grammatical evolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Identification of models for glucose blood values in diabetics by grammatical evolution
Handbook of Grammatical Evolution (Springer International Publishing), pp. 367-393
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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
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Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods
Journal of Medical Systems, Vol. 41, Núm. 9
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Embedded grammars for grammatical evolution on GPGPU
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)