Foto de JOSE MANUEL

JOSE MANUEL
BARRERA ARROYO

Investigador en el periodo 2019-2022

Perfil Publicaciones Colaboración Tesis

Publicaciones (7) Publicaciones de JOSE MANUEL BARRERA ARROYO

2024

An extension of iStar for Machine Learning requirements by following the PRISE methodology
Computer Standards and Interfaces, Vol. 88

2023

Developing an interpretable machine learning model for predicting COVID-19 patients deteriorating prior to intensive care unit admission using laboratory markers
Heliyon, Vol. 9, Núm. 12

2022

Fault detection and diagnosis for industrial processes based on clustering and autoencoders: a case of gas turbines
International Journal of Machine Learning and Cybernetics, Vol. 13, Núm. 10, pp. 3113-3129
Machine learning model from a Spanish cohort for prediction of SARS-COV-2 mortality risk and critical patients
Scientific reports, Vol. 12, Núm. 1, pp. 5723
Use of a i*extension for Machine Learning: a real case study
CEUR Workshop Proceedings

2021

Applying i∗ in Conceptual Modelling in Machine Learning
CEUR Workshop Proceedings

2020

Solar energy prediction model based on artificial neural networks and open data
Sustainability (Switzerland), Vol. 12, Núm. 17