1. Applications of Data Mining in the Bioinformatics Field: A Review.
- Author
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Begam, Shbana, Satpathy, Subhrajit, Godara, Samarth, Nigam, Sapna, Dheeraj, Akshay, Yuvaraj, I., Ashraful Haque, Md., and Naha, Sanchita
- Subjects
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DATA mining , *BIOINFORMATICS , *STATISTICAL learning , *BIOINFORMATICS software - 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]
- Published
- 2022
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