{"product_id":"genome-scale-algorithm-design-bioinformatics-in-the-era-of-high-throughput-sequencing-hardback-9781009341233","title":"Genome-Scale Algorithm Design; Bioinformatics in the Era of High-Throughput Sequencing (Hardback) 9781009341233","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eGenome-Scale Algorithm Design\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eBioinformatics in the Era of High-Throughput Sequencing\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eThe fundamental algorithms and data structures that power standard bioscience workflows, with rigorous computer science formulations.\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eVeli Mäkinen (Author), Djamal Belazzougui (Author), Fabio Cunial (Author), Alexandru I. Tomescu (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9781009341233, Cambridge University Press\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eHardback, published 12 October 2023\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e470 pages, 160 b\/w illus.  50 tables\u003cbr\u003e25 x 17.5 x 3 cm, 0.98 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cem\u003e\u003cfont size=\"3\"\u003e'This book is very effective in addressing its intended target of graduate students in bioinformatics or computer science with a well-structured but highly accessible description of the fundamental algorithms and data structures that power standard sequence analysis workflows.' Romeo Rizzi, University of Verona\u003c\/font\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003ePresenting 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.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePart I. Preliminaries: 1. Molecular biology and high-throughput sequencing\u003cbr\u003e 2. Algorithm design\u003cbr\u003e 3. Data structures\u003cbr\u003e 4. Graphs\u003cbr\u003e 5. Network flows\u003cbr\u003e Part II. Fundamentals of Biological Sequence Analysis: 6. Alignments\u003cbr\u003e 7. Hidden Markov models\u003cbr\u003e Part III. Genome-Scale Index Structures: 8. Classical indexes\u003cbr\u003e 9. Burrows–Wheeler indexes\u003cbr\u003e Part IV. Genome-Scale Algorithms: 10. Alignment-based genome analysis\u003cbr\u003e 11. Alignment-free genome analysis and comparison\u003cbr\u003e 12. Compression of genome collections\u003cbr\u003e 13. Fragment assembly\u003cbr\u003e Part V. Applications: 14. Haplotype analysis\u003cbr\u003e 15. Pangenomics\u003cbr\u003e 16. Transcriptomics\u003cbr\u003e 17. Metagenomics\u003cbr\u003e References\u003cbr\u003e Index.\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Data mining [\u003ca title=\"See our other books on Data mining\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Data%20mining%20%5BUNF%5D%22\"\u003eUNF\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Cambridge University Press","offers":[{"title":"Brand New","offer_id":52501369815320,"sku":"9781009341233","price":48.39,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/files\/9781009341233i.jpg?v=1786234186","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/genome-scale-algorithm-design-bioinformatics-in-the-era-of-high-throughput-sequencing-hardback-9781009341233","provider":"Freshly Printed Books","version":"1.0","type":"link"}