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Computational Intelligence for Missing Data Imputation, Estimation, and Management

- Knowledge Optimization Techniques

av Tshilidzi Marwala
Computational Intelligence for Missing Data Imputation, Estimation, and Management av Tshilidzi Marwala
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:
  • Engelska
  • ISBN:
  • 9781605663364
  • Format:
  • Inbunden
  • Sidor:
  • 353
  • Utgiven:
  • 30. april 2009
  • Mått:
  • 280x216x19 mm.
  Fri leverans
Leveranstid: 2-4 veckor
Förväntad leverans: 17. december 2024

Om Tshilidzi Marwala

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Beskrivning 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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