Manifold Discovery for High-Dimensional Data Using Deep Method

It is a challenge for manifold discovery from the data in the high-dimensional space, since the data in the high-dimensional space is sparsely distributed, which hardly provides rich information for manifold discovery so as to be possible to obtain deformed manifolds. To address this issue, this pap...

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Bibliographic Details
Main Authors: Jingjin Chen, Shuping Chen, Xuan Ding
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9798828/