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Zhang, Junying
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EpiMiner: a three-stage co-information based method for detecting and visualizing epistatic interactions
Shang J., Zhang J., Sun Y., Zhang Y. Digital Signal Processing 241-13, 2014. Type: Article
Common human diseases are the result of complex interactions between many genetic and environmental factors. Parametric statistical methods such as logistic regression are underpowered to detect interactions due to unstable parameter e...
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Jul 7 2014
Discriminatory mining of gene expression microarray data
Wang Z., Wang Y., Lu J., Kung S., Zhang J., Lee R., Xuan J., Khan J., Clarke R. Journal of VLSI Signal Processing Systems 35(3): 255-272, 2003. Type: Article
This paper introduces clustering and visualization methods for mining gene expression microarray data. The many difficulties caused by the very high dimensionality of microarray data are ameliorated, partly by allowing the user to sele...
...
Jul 6 2005
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