7 citations · 12 across the 2 of their papers we have counts for
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cs.CG2020★ 5 cited
Mapper Interactive: A Scalable, Extendable, and Interactive Toolbox for the Visual Exploration of High-Dimensional Data
Youjia Zhou, Nithin Chalapathi, Archit Rathore +2
The mapper algorithm is a popular tool from topological data analysis for extracting topological summaries of high-dimensional datasets. In this paper, we present Mapper Interactiv…
cs.CG2018★ 7 cited
Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing
Lin Yan, Yaodong Zhao, Paul Rosen +2
Dimensionality reduction is an integral part of data visualization. It is a process that obtains a structure preserving low-dimensional representation of the high-dimensional data.…