Citation: | “Missing Value Estimation for Gene Expression Profile Data,” Chinese Journal of Electronics, vol. 21, no. 4, pp. 673-677, 2012, |
X.S. Wang, Y.Y. Gu, Y.H. Cheng et al., Construction of delaygene regulatory network based on complex network”, Acta ElectronicaSinica, Vol.38, No.11, pp.2518-2522, 2010. (in Chinese)
|
M. Choi, O.H. Lee, S. Jeon et al., “The oocyte-specific transcriptionfactor, Nobox, regulates the expression of Pad6, a peptidylargininedeiminase in the oocyte”, FEBS Letters, Vol.584,No.16, pp.3629-3634, 2010.
|
A.G. De Brevern, S. Hazout, A. Malpertuy, “Influence of microarraysexperiments missing values on the stability of genegroups by hierarchical clustering”, BMC Bioinformatics, Vol.5,pp.114-125, 2004.
|
X.S. Wang, Y.Y. Gu, Y.H. Cheng et al., “An ensemble classifier based on selective independent component analysis of DNAmicroarray data”, Chinese Journal of Electronics, Vol.18, No.4,pp.645-649, 2009.
|
J.L. Schafer, J.W. Graham, “Missing data: our view of thestate of the art”, Psychological Methods, Vol.7, No.2, pp.147-177, 2002.
|
M.T. Swain, J.J. Mandel, W. Dubitzky, “Comparative studyof three commonly used continuous deterministic methods formodeling gene regulation networks”, BMC Bioinformatics,Vol.11, pp.459-484, 2010.
|
M. Scholz, F. Kaplan, C.L. Guy et al., “Non-linear PCA: a missingdata approach”, Bioinformatics, Vol.21, No.20, pp.3887-3895, 2005.
|
R. Jörnsten, H.Y. Wang, J.W. William et al., DNA microarraydata imputation and significance analysis of differential expression”,Bioinformatics, Vol.21, No.22, pp.4155-4161, 2005.
|
O. Troyanskaya, M. Cantor, G. Sherlock et al., “Missing valueestimation methods for DNA microarrays”, Bioinformatics,Vol.17, No.6, pp.520-525, 2001.
|
K.Y. Kim, B.J. Kim, G.S. Yi, “Reuse of imputed data in microarrayanalysis increases imputation efficiency”, BMC Bioinformatics,Vol.5, pp.160-169, 2004.
|
L.P. Brás, J.C.Menezes, “Improving cluster-based missing valueestimation of DNA microaray data”, Biomolecular Engineering,Vol.24, No.2, pp.273-282, 2007.
|
P.T. Spellman, G. Sherlock, M.Q. Zhang et al., “Comprehensiveidentification of cell cycle-regulated genes of the yeast Saccharomycescerevisiae by microarray hybridization”, MolecularBiology of the Cell, Vol.9, No.12, pp.3273-3297, 1998.
|