Genome-scale algorithm design[electronic resource] :bioinformatics in the era of high-throughput sequencing

• 其他作者: Mäkinen, Veli.
• 出版: Cambridge : Cambridge University Press 2023.
• 版本: Second edition.
• 稽核項: xxiv, 444 p. :ill., digital ;24 cm.
• 標題: Genomics. , Nucleotide sequence.
• ISBN: 1009341235 , 9781009341233
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• 附註: Title from publisher's bibliographic system (viewed on 28 Sep 2023).
• 摘要: Presenting the fundamental algorithms and data structures that power bioinformatics workflows, this book covers a range of topics from the foundations of sequence analysis (alignments and hidden Markov models) to classical index structures (k-mer indexes, suffix arrays, and suffix trees), Burrows-Wheeler indexes, graph algorithms, network flows, and a number of advanced omics applications. The chapters feature numerous examples, algorithm visualizations, and exercises, providing graduate students, researchers, and practitioners with a powerful algorithmic toolkit for the applications of high-throughput sequencing. An accompanying website (www.genome-scale.info) offers supporting teaching material. The second edition strengthens the toolkit by covering minimizers and other advanced data structures and their use in emerging pangenomics approaches.
• 電子資源: https://dbs.tnua.edu.tw/login?url=https://doi.org/10.1017/9781009341257
• 系統號: 005338419
• 資料類型: 電子書
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• 引用網址: 複製連結
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