Main Genome-Scale Algorithm Design: Bioinformatics in the Era of High-Throughput Sequencing
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Genome-Scale Algorithm Design: Bioinformatics in the Era of High-Throughput Sequencing

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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.
Request Code : ZLIBIO4078561
Categories:
Year:
2023
Edition:
2
Publisher:
Cambridge University Press
Language:
English
Pages:
487
ISBN 10:
1009341235
ISBN 13:
9781009341233
ISBN:
1009341235,9781009341233

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