119 citations · 164 across the 15 of their papers we have counts for
3 papers · 1 filter
Visualization in the preprocessing phase: an interview study with enterprise professionals
Alessandra Milani, Fernando Paulovich, Isabel Manssour
The current information age has increasingly required organizations to become data-driven. However, analyzing and managing raw data is still a challenging part of the data mining p…
A Grid-based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts
Gladys M. Hilasaca, Wilson E. Marcílio-Jr, Danilo M. Eler +2
Dimensionality Reduction (DR) scatterplot layouts have become a ubiquitous visualization tool for analyzing multidimensional datasets. Despite their popularity, such scatterplots s…
Visual Feature Fusion and its Application to Support Unsupervised Clustering Tasks
Gladys Hilasaca, Fernando Paulovich
On visual analytics applications, the concept of putting the user on the loop refers to the ability to replace heuristics by user knowledge on machine learning and data mining task…