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008 170308s2015||||enk o ||1 0|eng|d
020 _a9781139940023 (ebook)
020 _z9781107078536 (hardback)
035 _a(UkCbUP)CR9781139940023
039 9 _y03-08-2017
_zhafiz
040 _aUkCbUP
_beng
_erda
_cUkCbUP
082 0 0 _a572.8/629
_223
100 1 _aMäkinen, Veli,
_eauthor.
245 1 0 _aGenome-Scale Algorithm Design :
_bBiological Sequence Analysis in the Era of High-Throughput Sequencing /
_cVeli Mäkinen, Djamal Belazzougui, Fabio Cunial, Alexandru I. Tomescu.
264 1 _aCambridge :
_bCambridge University Press,
_c2015.
300 _a1 online resource (413 pages) :
_bdigital, PDF file(s).
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
500 _aTitle from publisher's bibliographic system (viewed on 07 Mar 2017).
520 _aHigh-throughput sequencing has revolutionised the field of biological sequence analysis. Its application has enabled researchers to address important biological questions, often for the first time. This book provides an integrated presentation of the fundamental algorithms and data structures that power modern sequence analysis workflows. The topics covered range from the foundations of biological sequence analysis (alignments and hidden Markov models), to classical index structures (k-mer indexes, suffix arrays and suffix trees), Burrows-Wheeler indexes, graph algorithms and a number of advanced omics applications. The chapters feature numerous examples, algorithm visualisations, exercises and problems, each chosen to reflect the steps of large-scale sequencing projects, including read alignment, variant calling, haplotyping, fragment assembly, alignment-free genome comparison, transcript prediction and analysis of metagenomic samples. Each biological problem is accompanied by precise formulations, providing graduate students and researchers in bioinformatics and computer science with a powerful toolkit for the emerging applications of high-throughput sequencing.
650 0 _aGenomics
650 0 _aAlgorithms
700 1 _aBelazzougui, Djamal,
_eauthor.
700 1 _aCunial, Fabio,
_eauthor.
700 1 _aTomescu, Alexandru I.,
_eauthor.
776 0 8 _iPrint version:
_z9781107078536
856 4 0 _uhttps://eresourcesptsl.ukm.remotexs.co/user/login?url=https://doi.org/10.1017/CBO9781139940023
907 _a.b16442660
_b2022-10-31
_c2019-11-12
942 _n0
914 _avtls003618627
998 _anone
_b2017-08-03
_cm
_da
_feng
_genk
_y0
_z.b16442660
999 _c617482
_d617482