An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data

Dimensionality reduction (DR) methods are commonly used for analyzing and visualizing multidimensional data. However, when data is a live streaming feed, conventional DR methods cannot be directly used because of their computational complexity and inability to preserve the projected data positions a...

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Publié dans:IEEE transactions on visualization and computer graphics. - 1996. - 26(2020), 1 vom: 26. Jan., Seite 418-428
Auteur principal: Fujiwara, Takanori (Auteur)
Autres auteurs: Chou, Jia-Kai, Shilpika, Xu, Panpan, Ren, Liu, Ma, Kwan-Liu
Format: Article en ligne
Langue:English
Publié: 2020
Accès à la collection:IEEE transactions on visualization and computer graphics
Sujets:Journal Article