Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques

Tshilidzi Marwala

doi:10.4018/978-1-60566-336-4

Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques

Tshilidzi Marwala

University of the Witwatersrand

Research output: Book/Report › Book › peer-review

110 Citations (Scopus)

Abstract

Description: 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.

Original language	English
Publisher	IGI Global
Number of pages	306
ISBN (Electronic)	9781605663371
ISBN (Print)	9781605663364
DOIs	https://doi.org/10.4018/978-1-60566-336-4
Publication status	Published - 1 Jan 2009
Externally published	Yes

ASJC Scopus subject areas

General Computer Science
General Social Sciences
General Engineering
General Arts and Humanities

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10.4018/978-1-60566-336-4

Cite this

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AB - Description: 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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Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques

Abstract

ASJC Scopus subject areas

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