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Comparative Gene Finding

Name: Comparative Gene Finding
Brand: Springer London Ltd
SKU: 15175250
Price: 107.29 EUR
Availability: InStock
Author: Marina Axelson-Fisk
ISBN: 9781447168751

Models, Algorithms and Implementation

Marina Axelson-Fisk

Lingua

Inglese

Libro In brossura

Codice Libristo: 15175250

Casa editrice Springer London Ltd, ottobre 2016

This book presents a guide to building computational gene finders, and describes the state of the ar... Descrizione completa

Codice Libristo: 15175250

263 b

107.29 €

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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.