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

by Tshilidzi Marwala

In recent years, the issue of missing data imputation has been extensively explored in information engineering. Computational Intelligence for Missing Data Imputation, Estimation, and 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.

326 pages, Kindle Edition

First published March 27, 2009