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

ISBN: 9781605663364 出版年：2009 页码：326 Tshilidzi Marwala IGI Global

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.