3 papers
physics.soc-ph2024
Partially Proportional and Adaptive Similarity Indices
Alexandre Benatti, Luciano da F. Costa
A good deal of science and technology concepts and methods rely on comparing and relating entities in quantitative terms. Among the several possible approaches, similarity indices…
cs.LG2024
Normalization in Proportional Feature Spaces
Alexandre Benatti, Luciano da F. Costa
The subject of features normalization plays an important central role in data representation, characterization, visualization, analysis, comparison, classification, and modeling, a…
cs.LG2024
Supervised Pattern Recognition Involving Skewed Feature Densities
Alexandre Benatti, Luciano da F. Costa
Pattern recognition constitutes a particularly important task underlying a great deal of scientific and technologica activities. At the same time, pattern recognition involves seve…