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Computational Intelligence for Missing Data Imputation, Estimation, and Management
Knowledge Optimization Techniques
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Focusing on missing data imputation, this book presents innovative computational intelligence techniques for estimating missing values based on observed data. It emphasizes the need for a fresh perspective in research, offering a comprehensive body of work that enhances the understanding of data management. The methodologies discussed enable computers to discern the underlying structure of datasets, making it a valuable resource for professionals in information engineering and related fields.
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Computational Intelligence for Missing Data Imputation, Estimation, and Management, Tshilidzi Marwala
- Language
- Released
- 2011
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- (Hardcover)
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- Title
- Computational Intelligence for Missing Data Imputation, Estimation, and Management
- Subtitle
- Knowledge Optimization Techniques
- Language
- English
- Authors
- Tshilidzi Marwala
- Publisher
- Information Science Reference
- Released
- 2011
- Format
- Hardcover
- Pages
- 328
- ISBN13
- 9781605663364
- Category
- Mathematics
- Description
- Focusing on missing data imputation, this book presents innovative computational intelligence techniques for estimating missing values based on observed data. It emphasizes the need for a fresh perspective in research, offering a comprehensive body of work that enhances the understanding of data management. The methodologies discussed enable computers to discern the underlying structure of datasets, making it a valuable resource for professionals in information engineering and related fields.