Cross-platform microarray data integration using the Normalised Linear Transform

Authors:
Huilin Xiong;Ya Zhang;Xue-/Wen Chen;Jiangsheng Yu
Affiliations:
Institute of Image Processing and Pattern Recognition, Shanghai Jiao Tong University, Shanghai 200240, China/ Department of Electrical Engineering and Computer Science, University of Kansas, Lawre ...;Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, KS 66045, USA.;Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, KS 66045, USA.;Department of Electrical Engineering and Computer Science, University of Kansas, Lawrence, KS 66045, USA/ School of Electronics Engineering and Computer Science, Peking University, Beijing 100871, ...
Venue:
International Journal of Data Mining and Bioinformatics
Year:
2010

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Abstract

An efficient and exact dynamic programming algorithm is introduced to quantise a continuous random variable into a discrete random variable that maximises the likelihood of the quantised probability distribution for the original continuous random variable. ...