Cluster Appearance Glyphs: A Methodology for Illustrating High-Dimensional Data Patterns in 2-D Data Layouts

Two-dimensional space embeddings such as Multi-Dimensional Scaling (MDS) are a popular means to gain insight into high-dimensional data relationships. However, in all but the simplest cases these embeddings suffer from significant distortions, which can lead to misinterpretations of the high-dimensi...

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Bibliographic Details
Main Authors: Jenny Hyunjung Lee, Darius Coelho, Klaus Mueller
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/13/1/3