UMATO : Bridging Local and Global Structures for Reliable Visual Analytics with Dimensionality Reduction
Due to the intrinsic complexity of high-dimensional (HD) data, dimensionality reduction (DR) techniques cannot preserve all the structural characteristics of the original data. Therefore, DR techniques focus on preserving either local neighborhood structures (local techniques) or global structures s...
Ausführliche Beschreibung
Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on visualization and computer graphics. - 1996. - PP(2025) vom: 25. Aug.
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| 1. Verfasser: |
Jeon, Hyeon
(VerfasserIn) |
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| Weitere Verfasser: |
Ko, Kwon,
Lee, Soohyun,
Hyun, Jake,
Yang, Taehyun,
Go, Gyehun,
Jo, Jaemin,
Seo, Jinwook |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2025
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on visualization and computer graphics
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| Schlagworte: | Journal Article |
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