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Nonlinear Dimensionality Reduction Techniques

- A Data Structure Preservation Approach

Om Nonlinear Dimensionality Reduction Techniques

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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  • Språk:
  • Engelska
  • ISBN:
  • 9783030810252
  • Format:
  • Inbunden
  • Sidor:
  • 247
  • Utgiven:
  • 3. december 2021
  • Utgåva:
  • 12022
  • Mått:
  • 155x235x0 mm.
  • Vikt:
  • 606 g.
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 18. december 2024

Beskrivning av Nonlinear Dimensionality Reduction Techniques

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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