Spherical Tree-Structured SOM and Its Application to Hierarchical Clustering

When analyzing high-dimensional data with many elements, a data visualization that maps the data onto a low-dimensional space is often performed. By visualizing the data, humans can intuitively understand the structure of the data in the high-dimensional space. The self-organizing map (SOM) is one s...

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Bibliographic Details
Main Authors: Koki Yoshioka, Hiroshi Dozono
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Applied System Innovation
Subjects:
Online Access:https://www.mdpi.com/2571-5577/5/4/76