Elements of Dimensionality Reduction and Manifold Learning

Dimensionality reduction, also known as manifold learning, is an area of machine learning used for extracting informative features from data for better representation of data or separation between classes. This book presents a cohesive review of linear and nonlinear dimensionality reduction and mani...

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Bibliographic Details

Main Authors:	Ghojogh, Benyamin (Author), Crowley, Mark (Author), Karray, Fakhri (Author), Ghodsi, Ali (Author)
Corporate Author:	SpringerLink (Online service)
Format:	Electronic eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2023.
Edition:	1st ed. 2023.
Subjects:	Artificial intelligence. Artificial Intelligence.
Online Access:	https://doi.org/10.1007/978-3-031-10602-6
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