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Nonlinear Dimensionality Reduction Techniques - Sylvain Lespinats - Bog

- A Data Structure Preservation Approach

af Sylvain Lespinats
Nonlinear Dimensionality Reduction Techniques af Sylvain Lespinats
Bag 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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783030810252
  • Indbinding:
  • Hardback
  • Sideantal:
  • 247
  • Udgivet:
  • 3. december 2021
  • Udgave:
  • 12022
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 606 g.
  • 8-11 hverdage.
  • 20. november 2024

Normalpris

  • BLACK NOVEMBER

Medlemspris

Prøv i 30 dage for 45 kr.
Herefter fra 79 kr./md. Ingen binding.

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Beskrivelse af 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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