Computational Intelligence for Missing Data Imputation, Estimation, and Management
Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques by Tshilidzi Marwala
English | 30 Apr. 2009 | ISBN: 1605663360 | 327 Pages | PDF | 5 MB
English | 30 Apr. 2009 | ISBN: 1605663360 | 327 Pages | PDF | 5 MB
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.