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Maximum Expectation Algorithms for Missing Data Estimation

Published in IGI Global eBooks • Jan 1, 2009
NobleIDNI4P98W31R16S99
Authors:
Tshilidzi Marwala

Abstract

Two sets of hybrid techniques have recently emerged for the imputation of missing data. These are, first, the combination of the Gaussian Mixtures Model and the Expectation Maximization algorithms (the GMM-EM) and second, the combination of Auto-Associative Neural Networks with Evolutionary Optimiza...

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