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Browsing by Author "Villanueva-Oller, Javier"

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A network-based model to assess vaccination strategies for the COVID-19 pandemic by using Bayesian optimization

González Parra, Gilberto Carlos; Villanueva-Oller, Javier; Navarro-González, F. J.; Ceberio, Josu; Luebben, Giulia (Elsevier, 2024-04)

[EN] In this paper we build a network-based model to evaluate and compare vaccination plans in order to find the optimal strategies. The age-structured model is designed to take into account the comorbidity status and ...
Calibrating a large network model describing the transmission dynamics of the human papillomavirus (HPV) using a Particle Swarm Optimization (PSO) algorithm in a distributed computing environment

Acedo Rodríguez, Luis; Burgos-Simon, Clara; Hidalgo, José-Ignacio; Sánchez-Alonso, Víctor; Villanueva Micó, Rafael Jacinto; Villanueva-Oller, Javier (SAGE Publications, 2018)

[EN] Working in large networks applied to epidemiological-type models has led us to design a simple but e↵ective computed distributed environment to perform a large amount of model simulations in a reasonable time ...
Calibration of an agent-based simulation model to the data of women infected by Human Papillomavirus with uncertainty

Villanueva Micó, Rafael Jacinto; Hidalgo, J.I.; Cervigon, Carlos; Villanueva-Oller, Javier; Cortés, J.-C. (Elsevier, 2019)

[EN] Recently, the transmission dynamics of the Human Papillomavirus (HPV) has been studied. In previous works, we have designed and implemented a computational model (agent-based simulation model) where the contagion of ...

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Browsing by Author "Villanueva-Oller, Javier"

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Browsing by Author "Villanueva-Oller, Javier"