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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.
Buchkauf
Computational Intelligence for Missing Data Imputation, Estimation, and Management, Tshilidzi Marwala
- Sprache
- Erscheinungsdatum
- 2011
- product-detail.submit-box.info.binding
- (Hardcover)
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- Titel
- Computational Intelligence for Missing Data Imputation, Estimation, and Management
- Untertitel
- Knowledge Optimization Techniques
- Sprache
- Englisch
- Autor*innen
- Tshilidzi Marwala
- Erscheinungsdatum
- 2011
- Einband
- Hardcover
- Seitenzahl
- 328
- ISBN13
- 9781605663364
- Kategorie
- Mathematik
- Beschreibung
- 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.