Uncovering High-dimensional Structures of Projections from Dimensionality Reduction Methods

Projections are conventional methods of dimensionality reduction for information visualization used to transform high-dimensional data into low dimensional space. If the projection method restricts the output space to two dimensions, the result is a scatter plot. The goal of this scatter plot is to...

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Bibliographic Details
Main Authors: Michael C. Thrun, PhD, Alfred Ultsch, Prof. Dr. habil.
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:MethodsX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2215016120303137