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Genome-Scale Algorithm Design: Bioinformatics in the Era of High-Throughput Sequencing. 2nd Revised edition
・ISBN 978-1-009-34123-3 hard GB£ 54.99
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| 著者・編者 | Maekinen, Veli / Belazzougui, Djamal / Cunial, Fabio / Tomescu, Alexandru I., |
|---|---|
| 出版社 | (Cambridge University Press, UK) |
| 出版年月 | 2023 |
| ページ数 | 470 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A00-14706＞ |
解説
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.