Gerc: tree based clustering for gene expression data
HA Ahmed, P Mahanta… - 2011 IEEE 11th …, 2011 - ieeexplore.ieee.org
2011 IEEE 11th International Conference on Bioinformatics and …, 2011•ieeexplore.ieee.org
Measurement of gene expression using DNA micro arrays have revolutionized biological
and medical research. This paper presents a divisive clustering algorithm that produces a
tree of genes called GERC tree along with the generated clusters. Unlike a dendrogram, a
GERC tree is a general tree and it is an ample resource for biological information about the
genes in a data set. The leaves of the tree represent the desired clusters. The clustering
method was tested with several real-life data sets and the proposed method has been found …
and medical research. This paper presents a divisive clustering algorithm that produces a
tree of genes called GERC tree along with the generated clusters. Unlike a dendrogram, a
GERC tree is a general tree and it is an ample resource for biological information about the
genes in a data set. The leaves of the tree represent the desired clusters. The clustering
method was tested with several real-life data sets and the proposed method has been found …
Measurement of gene expression using DNA micro arrays have revolutionized biological and medical research. This paper presents a divisive clustering algorithm that produces a tree of genes called GERC tree along with the generated clusters. Unlike a dendrogram, a GERC tree is a general tree and it is an ample resource for biological information about the genes in a data set. The leaves of the tree represent the desired clusters. The clustering method was tested with several real-life data sets and the proposed method has been found satisfactory.
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