Computational intelligence for missing data imputation, estimation and management knowledge optimization techniques /

• Main Author: Marwala, Tshilidzi, 1971-
• Corporate Author: IGI Global.
• Format: Electronic
• Language: English
• Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2009.
• Subjects: Computational intelligence.; Decision support systems.; Missing observations (Statistics); Statistical decision > Data processing.; Artificial neural networks; Hybrid approach to missing data; Introduction of missing data; Maximum likelihood approach; Missing data estimation approaches; Missing data imputation; Missing data patterns; Missing data mechanism; Missing data estimation method; Missing data estimation methodology; Optimization techniques
• Online Access: View fulltext via EzAccess
• Physical Description: electronic texts (xix, 306 p. : ill.) : digital files.; Also available in print.
• Format: Mode of access: World Wide Web.
• Bibliography: Includes bibliographical references (p. 250-255) and index.
• ISBN: 9781605663371 (ebook)
• Access: Restricted to subscribers or individual electronic text purchasers.

This book 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.