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Nonlinear Dimensionality Reduction Techniques

A Data Structure Preservation Approach

by Denys Dutykh, Benoit Colange e Sylvain Lespinats
language: english
Publisher: Springer Nature Switzerland AG, December of 2022 ‧
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This book proposes tools for analysis of multidimensional and metric data, by establishing a state-of-the-art of the existing solutions and developing new ones. This book reviews existing techniques for visual data exploration and dimensionality reduction such as tSNE and Isomap, and proposes new solutions to challenges in that field.

Nonlinear Dimensionality Reduction Techniques

A Data Structure Preservation Approach

by Denys Dutykh, Benoit Colange e Sylvain Lespinats

Property Description
ISBN: 9783030810283
Publisher: Springer Nature Switzerland AG
Release Date: December of 2022
Language: English
Dimensions: 155 x 235 x 20 mm
Cover: Softcover
Pages: 247
Format: Book
Categories: Books in English > Management > Management and Organization
Books in English > Others
EAN: 9783030810283