1 code implementation • 8 Mar 2019 • Gladys M. Hilasaca, Wilson E. Marcílio-Jr, Danilo M. Eler, Rafael M. Martins, Fernando V. Paulovich
Dimensionality Reduction (DR) scatterplot layouts have become a ubiquitous visualization tool for analyzing multidimensional datasets.
no code implementations • 26 Jan 2021 • Wilson E. Marcílio-Jr, Danilo M. Eler, Fabrício Breve
Interpretation of machine learning models has become one of the most important research topics due to the necessity of maintaining control and avoiding bias in these algorithms.
no code implementations • 26 Jan 2021 • Wilson E. Marcílio-Jr, Danilo M. Eler, Rogério E. Garcia
We also introduce a bipartite graph to visually interpret and explore the relationship between the statistical variables employed to understand how the data features influence cluster formation.
1 code implementation • 14 Jun 2021 • Wilson E. Marcílio-Jr, Danilo M. Eler, Fernando V. Paulovich, Rafael M. Martins
Dimensionality reduction (DR) techniques help analysts understand patterns in high-dimensional spaces.