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cs.LG2024
VERA: Generating Visual Explanations of Two-Dimensional Embeddings via Region Annotation
Pavlin G. Poličar, Blaž Zupan
Two-dimensional embeddings obtained from dimensionality reduction techniques such as MDS, t-SNE, or UMAP, are widely used to visualize high-dimensional data and support researchers…
cs.LG2024★ 2 cited
Uncovering Temporal Patterns in Visualizations of High-Dimensional Data
Pavlin G. Poličar, Blaž Zupan
With the increasing availability of high-dimensional data, analysts often rely on exploratory data analysis to understand complex data sets. A key approach to exploring such data i…