Kniha Comparative Gene Finding Marina Axelson-Fisk

Comparative Gene Finding

Models, Algorithms and Implementation

Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer London Ltd
Dostupnost: Skladem u dodavatele
Odesíláme za 5-8 dnů
2 286
This book presents a guide to building computational gene finders, and describes the state of the ar...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2016
Stránek
382
EAN
9781447168751
ISBN
1447168755
Enbook ID
15175250
Hmotnost
6088
Rozměry
155 x 235 x 21

Kompletní popis

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.

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