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Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques

Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques

Hardback (30 Apr 2009)

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Publisher's Synopsis

In recent years, the issue of missing data imputation has been extensively explored in information engineering. ""Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques"" presents methods and technologies in estimation of missing values given the observed data. Providing a defining body of research valuable to those involved in the field of study, this book covers techniques such as radial basis functions, support vector machines, and principal component analysis.

Book information

ISBN: 9781605663364
Publisher: IGI Global
Imprint: IGI Global
Pub date:
DEWEY: 519.542
DEWEY edition: 22
Language: English
Number of pages: 306
Weight: 1134g
Height: 284mm
Width: 221mm
Spine width: 23mm