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Computational Intelligence for Missing Data Imputation, Estimation, and Management

Knowledge Optimization Techniques

Language EnglishEnglish
Book Hardback
Book Computational Intelligence for Missing Data Imputation, Estimation, and Management Tshilidzi Marwala
Libristo code: 08779912
Publishers IGI Global, April 2009
The issue of missing data imputation has been extensively explored in information engineering. This... Full description
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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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About the book

Full name Computational Intelligence for Missing Data Imputation, Estimation, and Management
Author Tshilidzi Marwala
Language English
Binding Book - Hardback
Date of issue 2009
Number of pages 353
EAN 9781605663364
ISBN 9781605663364
Libristo code 08779912
Publishers IGI Global
Weight 1090
Dimensions 221 x 286 x 22

Categories

Mathematics & Science > Mathematics > Probability & statistics
Computing & Information Technology > Databases > Data capture & analysis
Computing & Information Technology > Computer science > Artificial intelligence
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