Computational intelligence for missing data imputation, estimation and management: knowledge optimization techniques
Tshilidzi Marwala
In recent years, the issue of missing data imputation has been extensively explored in information engineering.
Computational Intelligence for Missing Data Imputation, Estimation, and Management: Knowledge Optimization Techniques presents methods and technologies in estimation of missing values given the observed data. Providing a defining body of research valuable to those involved in the field of study, this book covers techniques such as radial basis functions, support vector machines, and principal component analysis.
Categorie:
Anno:
2009
Casa editrice:
Information Science Reference
Lingua:
english
Pagine:
327
ISBN 10:
1605663379
ISBN 13:
9781605663371
Collana:
Premier Reference Source
File:
PDF, 5.96 MB
IPFS:
,
english, 2009