15 citations · 21 across the 3 of their papers we have counts for
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cs.LG2020★ 1 cited
Revisiting Data Complexity Metrics Based on Morphology for Overlap and Imbalance: Snapshot, New Overlap Number of Balls Metrics and Singular Problems Prospect
José Daniel Pascual-Triana, David Charte, Marta Andrés Arroyo +2
Data Science and Machine Learning have become fundamental assets for companies and research institutions alike. As one of its fields, supervised classification allows for class pre…
cs.LG2020★ 5 cited
An Entropy Based Outlier Score and its Application to Novelty Detection for Road Infrastructure Images
Jonas Wurst, Alberto Flores Fernández, Michael Botsch +1
A novel unsupervised outlier score, which can be embedded into graph based dimensionality reduction techniques, is presented in this work. The score uses the directed nearest neigh…