2 papers
stat.ML2025
Interval Fisher's Discriminant Analysis and Visualisation
Diogo Pinheiro, M. Rosário Oliveira, Igor Kravchenko +1
In Data Science, entities are typically represented by single valued measurements. Symbolic Data Analysis extends this framework to more complex structures, such as intervals and h…
math.ST2025
Location and association measures for interval-valued data based on Mallows' distance
M. Rosário Oliveira, Diogo Pinheiro, Lina Oliveira
The growing demand to analyse large and complex datasets has spurred the development of Symbolic Data Analysis as a promising approach to address contemporary data challenges. Amon…