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Understanding Complex Datasets

- Data Mining with Matrix Decompositions

af David Skillicorn

indgår i Chapman & Hall/CRC Data Mining and Knowledge Discovery Series serien

Understanding Complex Datasets af David Skillicorn
Bag om Understanding Complex Datasets

Focusing on data mining mechanics and applications, this book explores some of the most common matrix decompositions, including singular value, semidiscrete, independent component analysis, non-negative matrix factorization, and tensors. It also discusses several important theoretical and algorithmic problems of matrix decompositions.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781584888321
  • Indbinding:
  • Hardback
  • Sideantal:
  • 266
  • Udgivet:
  • 17. maj 2007
  • Størrelse:
  • 162x239x22 mm.
  • Vægt:
  • 650 g.
  • 8-11 hverdage.
  • 16. januar 2025

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Focusing on data mining mechanics and applications, this book explores some of the most common matrix decompositions, including singular value, semidiscrete, independent component analysis, non-negative matrix factorization, and tensors. It also discusses several important theoretical and algorithmic problems of matrix decompositions.

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