A Visual Analytics Framework for Reviewing Multivariate Time-Series Data with Dimensionality Reduction

Data-driven problem solving in many real-world applications involves analysis of time-dependent multivariate data, for which dimensionality reduction (DR) methods are often used to uncover the intrinsic structure and features of the data. However, DR is usually applied to a subset of data that is ei...

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Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - 27(2021), 2 vom: 07. Feb., Seite 1601-1611
1. Verfasser: Fujiwara, Takanori (VerfasserIn)
Weitere Verfasser: Shilpika, Sakamoto, Naohisa, Nonaka, Jorji, Yamamoto, Keiji, Ma, Kwan-Liu
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2021
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article