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Nonlinear Dimensionality Reduction Techniques

- A Data Structure Preservation Approach

Nonlinear Dimensionality Reduction Techniques

- A Data Structure Preservation Approach
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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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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.
Produktdetaljer
Sprog: Engelsk
Sider: 247
ISBN-13: 9783030810252
Indbinding: Hardback
Udgave:
ISBN-10: 3030810259
Udg. Dato: 3 dec 2021
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 3 dec 2021
Forfatter(e) Denys Dutykh, Benoit Colange, Sylvain Lespinats


Kategori Billedbehandling: systemer og teknologi


ISBN-13 9783030810252


Sprog Engelsk


Indbinding Hardback


Sider 247


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 3 dec 2021


Oplagsdato 3 dec 2021


Forlag Springer Nature Switzerland AG

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