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Nonlinear Dimensionality Reduction Techniques

By: Sylvain Lespinats (Author) , Benoit Colange (Author) , Denys Dutykh (Author)

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Ksh 16,200.00

Format: Paperback or Softback

ISBN-13: 9783030810283

Publisher: Springer Nature Switzerland AG

Publication Date: Dec 4th, 2022

Dimension: 23.50 x 15.50 x 45.00 cms

Category: Information theory

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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.

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