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

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 d...

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Bibliographic Details
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
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