Toward a Quantitative Survey of Dimension Reduction Techniques

Dimensionality reduction methods, also known as projections, are frequently used in multidimensional data exploration in machine learning, data science, and information visualization. Tens of such techniques have been proposed, aiming to address a wide set of requirements, such as ability to show th...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 27(2021), 3 vom: 30. März, Seite 2153-2173
1. Verfasser: Espadoto, Mateus (VerfasserIn)
Weitere Verfasser: Martins, Rafael M, Kerren, Andreas, Hirata, Nina S T, Telea, Alexandru C
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article