An Optimal Seed Based Compression Algorithm for DNA Sequences

Author:

Eric Pamela Vinitha1ORCID,Gopalakrishnan Gopakumar2,Karunakaran Muralikrishnan2

Affiliation:

1. Department of Information Science and Engineering, Rajiv Gandhi Institute of Technology, Bangalore 560032, India

2. Department of Computer Science and Engineering, National Institute of Technology Calicut, Kerala 673601, India

Abstract

This paper proposes a seed based lossless compression algorithm to compress a DNA sequence which uses a substitution method that is similar to the LempelZiv compression scheme. The proposed method exploits the repetition structures that are inherent in DNA sequences by creating an offline dictionary which contains all such repeats along with the details of mismatches. By ensuring that only promising mismatches are allowed, the method achieves a compression ratio that is at par or better than the existing lossless DNA sequence compression algorithms.

Publisher

Hindawi Limited

Subject

Computer Science Applications,Biochemistry, Genetics and Molecular Biology (miscellaneous),Biomedical Engineering

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Bit Reduction based Compression Algorithm for DNA Sequences;International Journal of Scientific Research in Science, Engineering and Technology;2021-10-16

2. Malware family classification via efficient Huffman features;Forensic Science International: Digital Investigation;2021-07

3. Pattern Matching Compression Algorithm for DNA Sequences;Lecture Notes in Networks and Systems;2021

4. A Novel Encoding Algorithm for Textual Data Compression;2020-08-24

5. A New Lossless DNA Compression Algorithm Based on A Single-Block Encoding Scheme;Algorithms;2020-04-20

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