Arquitectura de Computadores y Automática
Departament
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Universidad Rey Juan Carlos
Madrid, EspañaPublicacions en col·laboració amb investigadors/es de Universidad Rey Juan Carlos (44)
2023
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Collaborative Multiobjective Evolutionary Algorithms in the Search of Better Pareto Fronts: An Application to Trading Systems
Applied Sciences (Switzerland), Vol. 13, Núm. 22
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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
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Orthogonal projection for anomaly detection in networking datasets
Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 6, pp. 7957-7966
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
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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
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A ROS-based open tool for intelligent robotics education
Applied Sciences (Switzerland), Vol. 10, Núm. 21, pp. 1-20
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Analysis of the performance of genetic programming on the blood glucose level prediction challenge 2020
CEUR Workshop Proceedings
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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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Open-source drone programming course for distance engineering education
Electronics (Switzerland), Vol. 9, Núm. 12, pp. 1-18
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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 diffraction methods, EBSD maps, and evolutionary algorithms
GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion
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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