Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach - Sylvain Lespinats - Books - Springer Nature Switzerland AG - 9783030810283 - December 4, 2022
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Sylvain Lespinats
Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach 2022 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     Paperback Book   (Book with soft cover and glued back)
Released December 4, 2022
ISBN13 9783030810283
Publishers Springer Nature Switzerland AG
Pages 247
Dimensions 150 × 220 × 10 mm   ·   450 g
Language German  

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