bokomslag Genome-Scale Algorithm Design
Data & IT

Genome-Scale Algorithm Design

Veli Mkinen

Inbunden

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  • 487 sidor
  • 2023
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.
  • Författare: Veli Mkinen
  • Illustratör: black and white 60 Halftones Worked examples or Exercises 50 Tables black and white 100 Line dr
  • Format: Inbunden
  • ISBN: 9781009341233
  • Språk: Engelska
  • Antal sidor: 487
  • Utgivningsdatum: 2023-10-12
  • Förlag: Cambridge University Press