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Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach Sylvain Lespinats 2021 edition
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Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach
Sylvain Lespinats
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
| Mídia | Livros Hardcover Book (Livro com lombada e capa dura) |
| Lançado | 3 de dezembro de 2021 |
| ISBN13 | 9783030810252 |
| Editoras | Springer Nature Switzerland AG |
| Páginas | 247 |
| Dimensões | 150 × 220 × 20 mm · 585 g |
| Idioma | Alemão |
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