A Preprocessing Manifold Learning Strategy Based on t-Distributed Stochastic Neighbor Embedding

A Preprocessing Manifold Learning Strategy Based on t-Distributed Stochastic Neighbor Embedding

In machine learning and data analysis, dimensionality reduction and high-dimensional data visualization can be accomplished by manifold learning using a t-Distributed Stochastic Neighbor Embedding (t-SNE) algorithm. We significantly improve this manifold learning scheme by introducing a preprocessin...

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Bibliographic Details
Main Authors: Sha Shi, Yefei Xu, Xiaoyang Xu, Xiaofan Mo, Jun Ding
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Entropy
Subjects:
manifold learning
t-SNE
dimensionality reducing
k-nearest neighbor
Online Access:https://www.mdpi.com/1099-4300/25/7/1065

Internet

https://www.mdpi.com/1099-4300/25/7/1065

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