Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach - Sylvain Lespinats - Books - Springer Nature Switzerland AG - 9783030810252 - December 3, 2021
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Sylvain Lespinats
Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach 2021 edition

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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.

247 pages, 88 Illustrations, color; 12 Illustrations, black and white; XLIII, 247 p. 100 illus., 88

Media Books     Hardcover Book   (Book with hard spine and cover)
Released December 3, 2021
ISBN13 9783030810252
Publishers Springer Nature Switzerland AG
Pages 247
Dimensions 150 × 220 × 20 mm   ·   585 g
Language German  

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