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Applications of Data Mining in the Bioinformatics Field: A Review.

Authors :
Begam, Shbana
Satpathy, Subhrajit
Godara, Samarth
Nigam, Sapna
Dheeraj, Akshay
Yuvaraj, I.
Ashraful Haque, Md.
Naha, Sanchita
Source :
Quarterly Research Journal of Plant & Animal Sciences / Bhartiya Krishi Anusandhan Patrika. Jun2022, Vol. 37 Issue 2, p121-125. 5p.
Publication Year :
2022

Abstract

The next generation sequencing (NGS) technology generates a large amount of genomic data. Bioinformatics has made it a priority to deal with genomic data in all of its forms. The main focus of this article is on the use of data mining in bioinformatics. The processing flow of bioinformatics data is depicted using a summary of the definition and relevant research contents of bioinformatics. Then emphatically introduces data mining from the perspective of data preprocessing, dimension reduction and statistical machine learning in bioinformatics. The use of data mining in the field of bioinformatics is discussed. It also discusses some of the current obstacles and prospects in bioinformatics data mining. [ABSTRACT FROM AUTHOR]

Details

Language :
Hindi
ISSN :
03033821
Volume :
37
Issue :
2
Database :
Academic Search Index
Journal :
Quarterly Research Journal of Plant & Animal Sciences / Bhartiya Krishi Anusandhan Patrika
Publication Type :
Academic Journal
Accession number :
158126159
Full Text :
https://doi.org/10.18805/BKAP428