Data compression for sequencing data
S Deorowicz, S Grabowski - Algorithms for Molecular Biology, 2013 - Springer
Post-Sanger sequencing methods produce tons of data, and there is a generalagreement
that the challenge to store and process them must be addressedwith data compression. In …
that the challenge to store and process them must be addressedwith data compression. In …
High-throughput DNA sequence data compression
The exponential growth of high-throughput DNA sequence data has posed great challenges
to genomic data storage, retrieval and transmission. Compression is a critical tool to address …
to genomic data storage, retrieval and transmission. Compression is a critical tool to address …
[書籍][B] Genome-scale algorithm design
High-throughput sequencing has revolutionised the field of biological sequence analysis. Its
application has enabled researchers to address important biological questions, often for the …
application has enabled researchers to address important biological questions, often for the …
TRACE: Real-time compression of streaming trajectories in road networks
The deployment of vehicle location services generates increasingly massive vehicle
trajectory data, which incurs high storage and transmission costs. A range of studies target …
trajectory data, which incurs high storage and transmission costs. A range of studies target …
Compression of uncertain trajectories in road networks
Massive volumes of uncertain trajectory data are being generated by GPS devices. Due to
the limitations of GPS data, these trajectories are generally uncertain. This state of affairs …
the limitations of GPS data, these trajectories are generally uncertain. This state of affairs …
A survey on data compression methods for biological sequences
The ever increasing growth of the production of high-throughput sequencing data poses a
serious challenge to the storage, processing and transmission of these data. As frequently …
serious challenge to the storage, processing and transmission of these data. As frequently …
Compressive genomics
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Memory-efficient assembly using Flye
In the past decade, next-generation sequencing (NGS) enabled the generation of genomic
data in a cost-effective, high-throughput manner. The most recent third-generation …
data in a cost-effective, high-throughput manner. The most recent third-generation …
Genomic data compression
Recently, there has been growing interest in genome sequencing, driven by advances in
sequencing technology, in terms of both efficiency and affordability. These developments …
sequencing technology, in terms of both efficiency and affordability. These developments …
Efficient DNA sequence compression with neural networks
Background The increasing production of genomic data has led to an intensified need for
models that can cope efficiently with the lossless compression of DNA sequences. Important …
models that can cope efficiently with the lossless compression of DNA sequences. Important …