MARIA ESPERANZA
GARCIA GONZALO
Profesora Titular de Universidad
Publicaciones en las que colabora con MARIA ESPERANZA GARCIA GONZALO (10)
2023
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Data-driven state-of-charge prediction of a storage cell using ABC/GBRT, ABC/MLP and LASSO machine learning techniques
Journal of Computational and Applied Mathematics, Vol. 433
2019
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Predictive model of gas consumption and air emissions of a lime kiln in a kraft process using the ABC/MARS-based technique
International Journal of Advanced Manufacturing Technology, Vol. 100, Núm. 5-8, pp. 1549-1562
2018
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A comparison of several machine learning techniques for the centerline segregation prediction in continuous cast steel slabs and evaluation of its performance
Journal of Computational and Applied Mathematics, Vol. 330, pp. 877-895
2016
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A New Predictive Model for the State-of-Charge of a High-Power Lithium-Ion Cell Based on a PSO-Optimized Multivariate Adaptive Regression Spline Approach
IEEE Transactions on Vehicular Technology, Vol. 65, Núm. 6, pp. 4197-4208
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A comparison of machine learning techniques for the centerline segregation prediction in continuous cast steel slabs
XXVIIth Edition of the Mathematical Modelling Series. Mathematical Modelling In Engineering & Human Behaviour, 2016
2015
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A hybrid PSO optimized SVM-based method for predicting of the cyanotoxin content from experimental cyanobacteria concentrations in the Trasona reservoir: A case study in Northern Spain
Applied Mathematics and Computation, Vol. 260, pp. 170-187
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A new predictive model for the cyanotoxin content from experimental cyanobacteria concentrations in a reservoir based on the ABC optimized support vector machine approach: A case study in Northern Spain
Ecological Informatics, Vol. 30, pp. 49-59
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Air quality modeling in the Oviedo urban area (NW Spain) by using multivariate adaptive regression splines
Environmental Science and Pollution Research, Vol. 22, Núm. 9, pp. 6642-6659
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Modeling the milling tool wear by using multivariate adaptive regression splines
Milling: Fundamentals, Processes and Technologies (Nova Science Publishers, Inc.), pp. 32-50
2014
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PM10 modeling in the Oviedo urban area (Northern Spain) by using multivariate adaptive regression splines
AIP Conference Proceedings