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

ISBN-13: 9781605663364 / Angielski / Twarda / 2009 / 328 str.

Tshilidzi Marwala; Tshilidzi Marwala

Opis

The issue of missing data imputation has been extensively explored in information engineering, though needing a new focus and approach in research. Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques focuses on methods to estimate missing values given to observed data. Providing a defining body of research valuable to those involved in the field of study, this book presents current and new computational intelligence techniques that allow computers to learn the underlying structure of data.