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Logistic regression versus XGBoost for detecting burned areas using satellite images
(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 ...
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences
(Springer, 2024)
Artículo / Artikulua,
Temporal sequences of satellite images constitute a highly valuable and abundant resource for analyzing regions of interest. However, the automatic acquisition of knowledge on a large scale is a challenging task due to ...