Computational Intelligence for Missing Data Imputation, Estimation, and Management

Knowledge Optimization Techniques

af Tshilidzi Marwala

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.