Nonlinear Dimensionality Reduction Techniques

Author : Benoit Colange,Sylvain Lespinats

Paperback

Published : Sunday 4 December 2022

ISBN : 9783030810283

Price : €128.69

Description

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.

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