TY - JOUR
T1 - Implementation of plaid model biclustering method on microarray of carcinoma and adenoma tumor gene expression data
AU - Ardaneswari, Gianinna
AU - B., Alhadi
AU - Sarwinda, Devvi
N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2017/10/28
Y1 - 2017/10/28
N2 - A Tumor is an abnormal growth of cells that serves no purpose. Carcinoma is a tumor that grows from the top of the cell membrane and the organ adenoma is a benign tumor of the gland-like cells or epithelial tissue. In the field of molecular biology, the development of microarray technology is used in the data store of disease genetic expression. For each of microarray gene, an amount of information is stored for each trait or condition. In gene expression data clustering can be done with a bicluster algorithm, thats clustering method which not only the objects to be clustered, but also the properties or condition of the object. This research proposed Plaid Model Biclustering as one of biclustering method. In this study, we discuss the implementation of Plaid Model Biclustering Method on microarray of Carcinoma and Adenoma tumor gene expression data. From the experimental results, we found three biclusters are formed by Carcinoma gene expression data and four biclusters are formed by Adenoma gene expression data.
AB - A Tumor is an abnormal growth of cells that serves no purpose. Carcinoma is a tumor that grows from the top of the cell membrane and the organ adenoma is a benign tumor of the gland-like cells or epithelial tissue. In the field of molecular biology, the development of microarray technology is used in the data store of disease genetic expression. For each of microarray gene, an amount of information is stored for each trait or condition. In gene expression data clustering can be done with a bicluster algorithm, thats clustering method which not only the objects to be clustered, but also the properties or condition of the object. This research proposed Plaid Model Biclustering as one of biclustering method. In this study, we discuss the implementation of Plaid Model Biclustering Method on microarray of Carcinoma and Adenoma tumor gene expression data. From the experimental results, we found three biclusters are formed by Carcinoma gene expression data and four biclusters are formed by Adenoma gene expression data.
UR - http://www.scopus.com/inward/record.url?scp=85034588516&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/893/1/012046
DO - 10.1088/1742-6596/893/1/012046
M3 - Conference article
AN - SCOPUS:85034588516
SN - 1742-6588
VL - 893
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012046
T2 - Asian Mathematical Conference 2016, AMC 2016
Y2 - 25 July 2016 through 29 July 2016
ER -