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Improved Algorithm for Analysis of DNA Sequences Using Multiresolution Transformation
Joint Authors
Source
Issue
Vol. 2015, Issue 2015 (31 Dec. 2015), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2015-04-27
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Medicine
Information Technology and Computer Science
Abstract EN
Bioinformatics and genomic signal processing use computational techniques to solve various biological problems.
They aim to study the information allied with genetic materials such as the deoxyribonucleic acid (DNA), the ribonucleic acid (RNA), and the proteins.
Fast and precise identification of the protein coding regions in DNA sequence is one of the most important tasks in analysis.
Existing digital signal processing (DSP) methods provide less accurate and computationally complex solution with greater background noise.
Hence, improvements in accuracy, computational complexity, and reduction in background noise are essential in identification of the protein coding regions in the DNA sequences.
In this paper, a new DSP based method is introduced to detect the protein coding regions in DNA sequences.
Here, the DNA sequences are converted into numeric sequences using electron ion interaction potential (EIIP) representation.
Then discrete wavelet transformation is taken.
Absolute value of the energy is found followed by proper threshold.
The test is conducted using the data bases available in the National Centre for Biotechnology Information (NCBI) site.
The comparative analysis is done and it ensures the efficiency of the proposed system.
American Psychological Association (APA)
Inbamalar, T. M.& Sivakumar, R.. 2015. Improved Algorithm for Analysis of DNA Sequences Using Multiresolution Transformation. The Scientific World Journal،Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1079143
Modern Language Association (MLA)
Inbamalar, T. M.& Sivakumar, R.. Improved Algorithm for Analysis of DNA Sequences Using Multiresolution Transformation. The Scientific World Journal No. 2015 (2015), pp.1-9.
https://search.emarefa.net/detail/BIM-1079143
American Medical Association (AMA)
Inbamalar, T. M.& Sivakumar, R.. Improved Algorithm for Analysis of DNA Sequences Using Multiresolution Transformation. The Scientific World Journal. 2015. Vol. 2015, no. 2015, pp.1-9.
https://search.emarefa.net/detail/BIM-1079143
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1079143