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Missing microarray data estimation based on projection onto convex sets method

Published in Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. • Jan 1, 2004
NobleIDNI3P80W70R30S05
Authors:
Xiangchao Gan
,
Alan Wee‐Chung Liew
,
Hong Yan

Abstract

DNA microarrays have gained widespread uses in biological studies. Missing values in a microarray experiment must be estimated before further analysis. In this paper, we propose a projection onto convex sets based algorithm to incorporate all a priori knowledge about missing values into the estimati...

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