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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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Detalles Bibliográficos
Autores principales: Shi, Sha, Xu, Yefei, Xu, Xiaoyang, Mo, Xiaofan, Ding, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10378244/
https://www.ncbi.nlm.nih.gov/pubmed/37510011
http://dx.doi.org/10.3390/e25071065