Linear local tangent space alignment with autoencoder

Linear local tangent space alignment with autoencoder

Abstract Linear local tangent space alignment (LLTSA) is a classical dimensionality reduction method based on manifold. However, LLTSA and all its variants only consider the one-way mapping from high-dimensional space to low-dimensional space. The projected low-dimensional data may not accurately an...

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Bibliographic Details
Main Authors: Ruisheng Ran, Jinping Wang, Bin Fang
Format: Article
Language:English
Published: Springer 2023-04-01
Series:Complex & Intelligent Systems
Subjects:
Linear local tangent space alignment
Autoencoder
Dimensionality reduction
Manifold learning
Online Access:https://doi.org/10.1007/s40747-023-01055-x

Internet

https://doi.org/10.1007/s40747-023-01055-x

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