Comparative Gene Finding: Models, Algorithms and Implementation - Couverture rigide

Axelson-Fisk, Marina

Couverture rigide

ISBN 10 : 1447166922 ISBN 13 : 9781447166924

Editeur : Springer London Ltd, 2015

Synopsis

This book presents a guide to building computational gene finders, and describes the state of the art in computational gene finding methods, with a focus on comparative approaches. Fully updated and expanded, this new edition examines next-generation sequencing (NGS) technology. The book also discusses conditional random fields, enhancing the broad coverage of topics spanning probability theory, statistics, information theory, optimization theory and numerical analysis. Features: introduces the fundamental terms and concepts in the field; 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; examines NGS techniques and how to build a genome annotation pipeline.

Détails de l'édition

• Éditeur: Springer London Ltd
• Date d'édition: 2015
• Langue: anglais
• ISBN 10: 1447166922
• ISBN 13: 9781447166924
• Reliure: Relié
• Numéro d'édition: 2
• Nombre de pages: 382
• Coordonnées du fabricant: non disponible
• Personne responsable: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Allemagne