Interpreting High-Dimensional Projections With Capacity

Dimensionality reduction (DR) algorithms are diverse and widely used for analyzing high-dimensional data. Various metrics and tools have been proposed to evaluate and interpret the DR results. However, most metrics and methods fail to be well generalized to measure any DR results from the perspectiv...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 30(2024), 9 vom: 08. Sept., Seite 6038-6055
1. Verfasser: Zhang, Yang (VerfasserIn)
Weitere Verfasser: Liu, Jisheng, Lai, Chufan, Zhou, Yuan, Chen, Siming
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2024
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article