Novel modelling of clustering for enhanced classification performance on gene expression data
نویسندگان
چکیده
منابع مشابه
Performance Analysis of Enhanced Clustering Algorithm for Gene Expression Data
Microarrays are made it possible to simultaneously monitor the expression profiles of thousands of genes under various experimental conditions. It is used to identify the co-expressed genes in specific cells or tissues that are actively used to make proteins. This method is used to analysis the gene expression, an important task in bioinformatics research. Cluster analysis of gene expression da...
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The advent of DNA Microarray technologies has revolutionized the experimental studies of gene expressions. In the post-genomics era, clustering analysis has become a valuable tool for in-silico analysis of gene expression profiles. Although a number of clustering methods have been proposed, they are confronted with difficulties in meeting the requirements of high quality, large memory, performa...
متن کاملPerformance Analysis of Clustering Algorithms for Gene Expression Data
Microarray technology is a process that allows thousands of genes simultaneously monitor to various experimental conditions. It is used to identify the co-expressed genes in specific cells or tissues that are actively used to make proteins, This method is used to analysis the gene expression, an important task in bioinformatics research. Cluster analysis of gene expression data has proved to be...
متن کاملPerformance Analysis of Clustering Algorithms for Gene Expression Data
Microarray technology is a process that allows thousands of genes simultaneously monitor to various experimental conditions. It is used to identify the co-expressed genes in specific cells or tissues that are actively used to make proteins, This method is used to analysis the gene expression, an important task in bioinformatics research. Cluster analysis of gene expression data has proved to be...
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ژورنال
عنوان ژورنال: International Journal of Electrical and Computer Engineering (IJECE)
سال: 2020
ISSN: 2088-8708,2088-8708
DOI: 10.11591/ijece.v10i2.pp2060-2068