Turkish Journal of Computer and Mathematics Education
Journal license

Journal

Turkish Journal of Computer and Mathematics Education


Volume
& Issue

Volume 11, Issue 1


Published
on


Pages

502-507


DOI

Article

A Radical Review on Biclustering on Gene Expression Data


Authors

Abhirup Paria Affiliation:
Dept. of CSE(Specialization), Haldia Institute of Technology, W.B., India
, Biswajit Jana Affiliation:
Dept. of CSE(Specialization), Haldia Institute of Technology, W.B., India
, Abhijit Sarkar Affiliation:
Dept. of CSE(Specialization), Haldia Institute of Technology, W.B., India
, Tarun Kumar Ghosh Affiliation:
Dept. of CSE(Specialization), Haldia Institute of Technology, W.B., India
and Shaon Bandyopadhyay Affiliation:
Dept of CSE, Haldia Institute of Technology, W.B., India


Abstract

A plethora of clustering algorithms are utilised for the process monitoring collected from microarray investigations. Nevertheless, the findings are limited while employing typical clustering approaches. These outcomes are necessitated by the occurrence of distinct experimental situations where the behavior of the genes is unconnected. The same issue applies when traditional clustering techniques is employed. For such a rationale, a variety of algorithms typically synchronously clusters the columns and rows in a gene expression matrices. Such simultaneously clustering, typically referred as biclustering that detects the groupings of genes and subclasses of columns, where genes demonstrate associated activity for everyone and every condition. These sort of biclustering techniques were employed in numerous industries such as information extraction and data analysis. This research aims to analyze a substantial proportion of biclustering techniques, used mostly for monitoring genomic. It also identifies the genes in compliance with the sort of biclusters they can identify as well as doing the search and also the intended purposes.


Keywords

Biclustering, Clustering, Microarray Data or Gene Expression Data


Citation

Paria, A., Jana, B., Sarkar, A., Ghosh, T. K., & Bandyopadhyay, S. (2020). A radical review on biclustering on gene expression data. Turkish Journal of Computer and Mathematics Education, 11(1), 502–507.

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