Listar Colecciones de Investigación y Producción Científica - Ikerketa eta ekoizpen zientifikoko Bildumak por autor "Goyena Baroja, Harkaitz"

Interval-valued aggregation functions based on moderate deviations applied to motor-imagery-based brain computer interface

Fumanal Idocin, Javier

; Takáč, Zdenko; Fernández Fernández, Francisco Javier

; Sanz Delgado, José Antonio; Goyena Baroja, Harkaitz; Lin, Chin-Teng; Wang, Yu-Kai; Bustince Sola, Humberto

(IEEE, 2021) Artículo / Artikulua

In this work we develop moderate deviation functions to measure similarity and dissimilarity among a set of given interval-valued data to construct interval-valued aggregation functions, and we apply these functions in two ...

Logistic regression versus XGBoost for detecting burned areas using satellite images

Militino, Ana F.

; Goyena Baroja, Harkaitz; Pérez-Goya, Unai

; Ugarte Martínez, María Dolores

(Springer, 2024) Artículo / Artikulua

Classical statistical methods prove advantageous for small datasets, whereas machine learning algorithms can excel with larger datasets. Our paper challenges this conventional wisdom by addressing a highly significant ...

Unpaired spatio-temporal fusion of image patches (USTFIP) from cloud covered images

Goyena Baroja, Harkaitz; Pérez Goya, Unai

; Montesino San Martín, Manuel

; Militino, Ana F.

; Wang, Qunming; Atkinson, Peter M.; Ugarte Martínez, María Dolores

(Elsevier, 2023) Artículo / Artikulua

Spatio-temporal image fusion aims to increase the frequency and resolution of multispectral satellite sensor images in a cost-effective manner. However, practical constraints on input data requirements and computational ...