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Unsupervised Feature Extraction Applied to Bioinformatics

- A PCA Based and TD Based Approach

af Y-h. Taguchi

indgår i Unsupervised and Semi-Supervised Learning serien

Unsupervised Feature Extraction Applied to Bioinformatics af Y-h. Taguchi
Bag om Unsupervised Feature Extraction Applied to Bioinformatics

This book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author includes advanced descriptions about tensor decomposition including Tucker decomposition using high order singular value decomposition as well as higher order orthogonal iteration, and train tenor decomposition.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9783030224585
  • Indbinding:
  • Paperback
  • Sideantal:
  • 321
  • Udgivet:
  • 5. september 2020
  • Udgave:
  • 2020
  • Størrelse:
  • 155x235x0 mm.
  • Vægt:
  • 522 g.
  • 8-11 hverdage.
  • 17. december 2024
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Forlænget returret til d. 31. januar 2025

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This book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author includes advanced descriptions about tensor decomposition including Tucker decomposition using high order singular value decomposition as well as higher order orthogonal iteration, and train tenor decomposition.

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