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Classifier based on straight line segments: an overview and theoretical improvements
(Pontificia Universidad Católica del Perú, 2022-09-09)
Literature offers several supervised machine learning algorithms focused on
binary classification for solving daily problems. Compared to well-known
conventional classifiers, the Straight-line Segment Classifier (SLS ...
Distributed Hyperspectral Image Analysis based on Cloud Computing Architectures
(Pontificia Universidad Católica del Perú, 2022-10-11)
In this thesis, we introduce a novel distributed version of the N-FINDR endmember extraction
algorithm, which is able to exploit computer cluster resources in order to efficiently process
large volumes of hyperspectral ...