94 citations · 548 across the 27 of their papers we have counts for
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cs.LG2021★ 18 cited
Morphological classifiers
É. O. Rodrigues, A. Conci, P. Liatsis
This work proposes a new type of classifier called Morphological Classifier (MC). MCs aggregate concepts from mathematical morphology and supervised learning. The outcomes of this…
eess.IV2021★ 78 cited
A novel approach for the automated segmentation and volume quantification of cardiac fats on computed tomography
Érick Oliveira Rodrigues, FFC Morais, NAOS Morais +3
The deposits of fat on the surroundings of the heart are correlated to several health risk factors such as atherosclerosis, carotid stiffness, coronary artery calcification, atrial…
cs.LG2021★ 94 cited
Combining Minkowski and Chebyshev: New distance proposal and survey of distance metrics using k-nearest neighbours classifier
Érick Oliveira Rodrigues
This work proposes a distance that combines Minkowski and Chebyshev distances and can be seen as an intermediary distance. This combination not only achieves efficient run times in…