Computational intelligence for missing data imputation, estimation and management : knowledge optimization techniques / by Tshilidzi Marwala.
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 miss...
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| Format: | Ebook |
| Language: | English |
| Published: |
Hershey PA :
Information Science Reference,
c2009.
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| Subjects: | |
| Online Access: | IGI Global e-Book Collection |
| Summary: | 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. |
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| Format: | Mode of access: World Wide Web. |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: | 1282130587 1605663379 9781282130586 9781605663371 (Internet) 9781605663371 |