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cs.CV2025
Remote sensing colour image semantic segmentation of trails created by large herbivorous Mammals
Jose Francisco Diez-Pastor, Francisco Javier Gonzalez-Moya, Pedro Latorre-Carmona +5
Identifying spatial regions where biodiversity is threatened is crucial for effective ecosystem conservation and monitoring. In this stydy, we assessed varios machine learning meth…
cs.CV2018
Instance Selection Improves Geometric Mean Accuracy: A Study on Imbalanced Data Classification
Ludmila I. Kuncheva, Álvar Arnaiz-González, José-Francisco Díez-Pastor +1
A natural way of handling imbalanced data is to attempt to equalise the class frequencies and train the classifier of choice on balanced data. For two-class imbalanced problems, th…