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Autor(en): 
  • Marina Axelson-Fisk
  • Comparative Gene Finding: Models, Algorithms and Implementation 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  April 2015  
    Genre:  Naturwissensch., Medizin, Technik 
     
    B / bioinformatics / Computational and Systems Biology / Computational Biology/Bioinformatics / computer science / genetics / Information technology# general issues / Information theory
    ISBN:  9781447166924 
    EAN-Code: 
    9781447166924 
    Verlag:  Springer EN 
    Einband:  Gebunden  
    Sprache:  English  
    Serie:  #20 - Computational Biology  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Gewicht:  7273 gr 
    Seiten:  382 
    Illustration:  XX, 382 p. 81 illus., schwarz-weiss Illustrationen 
    Zus. Info:  EUDR exemption - product or manufacturing materials placed on the market prior to 31.12.2025. 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This unique text/reference presents a concise guide to building computational gene finders, and describes the state of the art in computational gene finding methods, with a particular focus on comparative approaches. Fully updated and expanded, this new edition examines next-generation sequencing (NGS) technology, including annotation pipelines for NGS data. The book also discusses conditional random fields, enhancing the broad coverage of topics spanning probability theory, statistics, information theory, optimization theory, and numerical analysis.

    Topics and features:

    • Introduces the fundamental terms and concepts in the field, and provides an historical overview of algorithm development
    • Discusses algorithms for single-species gene finding, and approaches to pairwise and multiple sequence alignments, then describes how the strengths in both areas can be combined to improve the accuracy of gene finding
    • Explores the gene features most commonly captured by a computational gene model, and explains the basics of parameter training
    • Illustrates how to implement a comparative gene finder, reviewing the different steps and accuracy assessment measures used to debug and benchmark the software
    • Examines NGS techniques, and how to build a genome annotation pipeline, discussing sequence assembly, de novo repeat masking, and gene prediction (NEW)

    Postgraduate students, and researchers wishing to enter the field quickly, will find this accessible text a valuable source of insights and examples. A suggested course outline for instructors is provided in the preface.

    Dr. Marina Axelson-Fisk  is an Associate Professor at the Department of Mathematical Sciences of Chalmers University of Technology, Gothenburg, Sweden.
      
     Empfehlungen... 
     Comparative Gene Finding: Models, Algorithms and I - (Buch)
     Comparative Gene Finding: Models, Algorithms and I - (Buch)
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