Compression Techniques for DNA Sequences

The second compression is to compress the ordinary character files using the LZ77 algorithm. The original sequences are converted into eight ...

Efficient DNA sequence compression with neural networks

From all the previous algorithms, the most efficient according to compression ratio in the wide diversity of DNA sequences are XM [43], GeCo2 [3] ...

Compression of genomic sequencing data - Wikipedia

High-throughput sequencing technologies have led to a dramatic decline of genome sequencing costs and to an astonishingly rapid accumulation of genomic data ...

GenomeCompress: A Novel Algorithm for DNA Compression

DNA specific compression algorithms exploit the repetitiveness of bases in DNA sequences. A repetitive. DNA sequence can be best compressed using dictionary.

Toward a Better Compression for DNA Sequences Using Huffman ...

The research hence suggests an improvement on all such DNA sequence compression algorithms that use the conventional Huffman encoding. The research suggests an ...

Analysis of Compression Techniques for DNA Sequence Data - arXiv

The review of existing studies also shows that compression of a DNA sequence is significant for understanding the critical characteristics of ...

Fast DNA sequence compression using parallel chaos game ...

Due to the large size of such sequences, there is a need to have a lot of space for storage, so a method is needed to reduce the amount of required space. Data ...

DNA Sequence Compression Technique Based on Nucleotides ...

In this paper, we will introduce a two phases compression algorithm based on the binary representation of DNA sequences. In the first phase, we will a new ...

An intelligent ubiquitous compression technique for DNA ...

To test the multi-sequence compression mode of Gcompress, two DNA sequence compression methods based on reference are selected and compared with ...

A Reference-Free Lossless Compression Algorithm for DNA ... - MDPI

In this paper, we describe a new lossless compressor with improved compression capabilities for DNA sequences representing different domains and kingdoms.

A compression algorithm for DNA sequences and its applications in ...

Abstract. We present a lossless compression algorithm, Gen-Compress, for DNA sequences, based on searching for approximate repeats. Our algorithm achieves the ...

Pattern Matching Compression Algorithm for DNA Sequences

The intensive research is being carried over compressed pattern matching in DNA sequences which signifies identification of overall matching ...

DNA sequences compression algorithms based on the two bits ...

Nowadays a large number of DNA sequences is being stored on online databases. To reduce this quantity of information, researchers have been trying to ...

DNA Lossless Compression Algorithms: Review

These algorithms do not use special structures of biological sequences. Recently, several algorithms have been proposed for the compression of DNA sequences ...

(PDF) Analysis of Compression Techniques for DNA Sequence Data

To save DNA data of a single person we require 10CD-Rom's. In this paper, A lossless three-phasecompression algorithm is presented for DNA ...

DNA sequences compression algorithms based on the two bits ...

Those two algorithms are characterized by their ease of implementation. The first one transforms the DNA sequence into extended-ASCII representation while the ...

SeqCompress: An algorithm for biological sequence compression

This article presents a DNA sequence compression algorithm SeqCompress that copes with the space complexity of biological sequences.

DNA SEQUENCES COMPRESSION TECHNIQUES BASED ON ITS ...

In the first phase, we will use a modified version of DNABIT compression algorithm to compress and convert the DNA sequence into binary representation.

A Compression Algorithm for DNA Sequences and Its Applications ...

... compression algorithms for DNA sequences, namely. Biocompress and Biocompress-2, in the spirit of Ziv and Lempel data compression method [21]. Biocompress-2 ...

Compression of DNA sequences | Semantic Scholar

218 Citations · A Fixed-Length Coding Algorithm for DNA Sequence Compression · A guaranteed compression scheme for repetitive DNA sequences · A compression ...