Analysis of diabetes mellitus gene expression data using two-phase biclustering method
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R. D. Cahyaningrum, A. Bustamam, and T. Siswantining, “Implementation of spectral clustering with partitioning around medoids (PAM) algorithm on microarray data of carcinoma,†2017, p. 020007, doi: 10.1063/1.4978976.
Frisca, A. Bustamam, and T. Siswantining, “Implementation of spectral clustering on microarray data of carcinoma using k-means algorithm,†2017, p. 020008, doi: 10.1063/1.4978977.
G. Ardaneswari, A. Bustamam, and D. Sarwinda, “Implementation of plaid model biclustering method on microarray of carcinoma and adenoma tumor gene expression data,†J. Phys. Conf. Ser., vol. 893, p. 012046, Oct. 2017, doi: 10.1088/1742-6596/893/1/012046.
A. Bustamam, S. Formalidin, and T. Siswantining, “Clustering and analyzing microarray data of lymphoma using singular value decomposition (SVD) and hybrid clustering,†2018, p. 020220, doi: 10.1063/1.5064217.
W.-H. Yang, D.-Q. Dai, and H. Yan, “Finding Correlated Biclusters from Gene Expression Data,†IEEE Trans. Knowl. Data Eng., vol. 23, no. 4, pp. 568–584, Apr. 2011, doi: 10.1109/TKDE.2010.150.
I. Jolliffe, “Principal Component Analysis,†in Encyclopedia of Statistics in Behavioral Science, Chichester, UK: John Wiley & Sons, Ltd, 2005.
O. Alter and G. H. Golub, “Singular value decomposition of genome-scale mRNA lengths distribution reveals asymmetry in RNA gel electrophoresis band broadening,†Proc. Natl. Acad. Sci., vol. 103, no. 32, pp. 11828–11833, Aug. 2006, doi: 10.1073/pnas.0604756103.
I. Bin Mohamad and D. Usman, “Standardization and Its Effects on K-Means Clustering Algorithm,†Res. J. Appl. Sci. Eng. Technol., vol. 6, no. 17, pp. 3299–3303, Sep. 2013, doi: 10.19026/rjaset.6.3638.
L. Kaufman and P. J. Rousseeuw, An introduction to cluster analysis. John Wiley and Sons, Incorporated, 1990.
G. S. Maddala, “Introduction to Econometrics,†Introd. to Econom. (2nd ed.). New York MacMillan, pp. 88–96, 1992.
A. Bustamam, S. D. Puspa, and T. Siswantining, “Implementation of co-similarity measure on microarray data of lymphoma using K-means partition algorithm,†2018, p. 020222, doi: 10.1063/1.5064219.
S. Dudoit, J. Fridlyand, and T. P. Speed, “Comparison of Discrimination Methods for the Classification of Tumors Using Gene Expression Data,†J. Am. Stat. Assoc., vol. 97, no. 457, pp. 77–87, Mar. 2002, doi: 10.1198/016214502753479248.
T. R. Golub et al., “Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring,†Science (80-. )., vol. 286, no. 5439, pp. 531–537, Oct. 1999, doi: 10.1126/science.286.5439.531.
NCBI, “Diabetes Melitus Data: Obese patients with and without type 2 diabetes: liver,†2009. https://www.ncbi.nlm.nih.gov/sites/GDSbrowser accessed on March 2020.
Y. Shao, H. Shao, M. S. Sawhney, and L. Shi, “Serum uric acid as a risk factor of all-cause mortality and cardiovascular events among type 2 diabetes population: Meta-analysis of correlational evidence,†J. Diabetes Complications, vol. 33, no. 10, p. 107409, 2019, doi: https://doi.org/10.1016/j.jdiacomp.2019.07.006.
DOI: http://dx.doi.org/10.26555/konvergensi.v0i0.22111
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