Arquitectura de Computadores y Automática
Department
![Foto de Rafael](/img/nophoto.png)
Rafael
Villanueva Micó
Publications by the researcher in collaboration with Rafael Villanueva Micó (13)
2023
2022
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Approaching Epistemic and Aleatoric uncertainty with Evolutionary Optimization: Examples and Challenges
GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference
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Evolutionary Approach to Model Calibration with Uncertainty: An Application to Breast Cancer Growth Model
GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference
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Novel methodological and computational techniques for uncertainty quantification in diabetes short-term management models using real data
International Journal of Computer Mathematics
2021
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Probabilistic Fitting of Glucose Models with Real-Coded Genetic Algorithms
2021 IEEE Congress on Evolutionary Computation, CEC 2021 - Proceedings
2020
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A computational technique to predict the level of glucose of a diabetic patient with uncertainty in the short term
Computational and Mathematical Methods, Vol. 2, Núm. 2
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Particle swarm grammatical evolution for energy demand estimation
Energy Science and Engineering, Vol. 8, Núm. 4, pp. 1068-1079
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
2018
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Ajuste de un modelo de crecimiento de tumores de vejiga mediante PSO y predicción con incertidumbre
XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España
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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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Swarm hybrid optimization for a piecewise model fitting applied to a glucose model
Journal of Systems and Information Technology, Vol. 20, Núm. 4, pp. 404-416
2017
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A genetic algorithm approach to customizing a glucose model based on usual therapeutic parameters
Progress in Artificial Intelligence, Vol. 6, Núm. 3, pp. 255-261
2016
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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