TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data

3 Sep 2020Harish DoraiswamyJulien TiernyPaulo J. S. SilvaLuis Gustavo NonatoClaudio Silva

Multidimensional Projection is a fundamental tool for high-dimensional data analytics and visualization. With very few exceptions, projection techniques are designed to map data from a high-dimensional space to a visual space so as to preserve some dissimilarity (similarity) measure, such as the Euclidean distance for example... (read more)

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