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Computational Intelligence for Missing Data Imputation, Estimation, and Management

- Knowledge Optimization Techniques

Om Computational Intelligence for Missing Data Imputation, Estimation, and Management

The issue of missing data imputation has been extensively explored in information engineering. This book presents methods and technologies in estimation of missing values given the observed data. It covers techniques such as radial basis functions, support vector machines, and principal component analysis.

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  • Språk:
  • Engelsk
  • ISBN:
  • 9781605663364
  • Bindende:
  • Hardback
  • Sider:
  • 353
  • Utgitt:
  • 30 April 2009
  • Dimensjoner:
  • 280x216x19 mm.
  Gratis frakt
Leveringstid: 2-4 uker
Forventet levering: 24 juli 2024

Beskrivelse av Computational Intelligence for Missing Data Imputation, Estimation, and Management

The issue of missing data imputation has been extensively explored in information engineering. This book presents methods and technologies in estimation of missing values given the observed data. It covers techniques such as radial basis functions, support vector machines, and principal component analysis.

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