119 citations · 164 across the 15 of their papers we have counts for
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cs.CV2021
Multi-point dimensionality reduction to improve projection layout reliability
Farshad Barahimi
In ordinary Dimensionality Reduction (DR), each data instance in a high dimensional space (original space), or on a distance matrix denoting original space distances, is mapped to…
cs.CV2019★ 1 cited
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…
cs.CV2019
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…