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Computational Intelligence for Missing Data Imputation, Estimation, and Management

- Knowledge Optimization Techniques

af Tshilidzi Marwala
Computational Intelligence for Missing Data Imputation, Estimation, and Management af Tshilidzi Marwala
Bag 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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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781605663364
  • Indbinding:
  • Hardback
  • Sideantal:
  • 353
  • Udgivet:
  • 30. april 2009
  • Størrelse:
  • 280x216x19 mm.
  • 8-11 hverdage.
  • 10. december 2024

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Ingen binding og kan opsiges når som helst.

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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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