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Nonlinear Dimensionality Reduction Techniques: A Data Structure Preservation Approach Sylvain Lespinats 2022 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
| Médias | Livres Paperback Book (Livre avec couverture souple et dos collé) |
| Validé | 4 décembre 2022 |
| ISBN13 | 9783030810283 |
| Éditeurs | Springer Nature Switzerland AG |
| Pages | 247 |
| Dimensions | 150 × 220 × 10 mm · 450 g |
| Langue et grammaire | Allemand |
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