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An efficient spatial semi-supervised learning algorithm

Published in International Journal of Parallel Emergent and Distributed Systems • Nov 22, 2007
NobleIDNI2P24W53R30S89
Authors:
Ranga Raju Vatsavai
,
Shashi Shekhar
,
Thomas E. Burk

Abstract

We began by developing a semi-supervised learning method based on the expectation-maximization (EM) algorithm, and maximum likelihood and maximum a posteriori classifiers (MLC and MAP). This scheme utilizes a small set of labeled and a large number of unlabeled training samples. We conducted several...

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