Comparative Gene Finding
Models, Algorithms and Implementation
Seiten
2016
|
Softcover reprint of the original 2nd ed. 2015
Springer London Ltd (Verlag)
978-1-4471-6875-1 (ISBN)
Springer London Ltd (Verlag)
978-1-4471-6875-1 (ISBN)
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.
Introduction.- Single Species Gene Finding.- Sequence Alignment.- Comparative Gene Finding.- Gene Structure Submodels.- Parameter Training.- Implementation of a Comparative Gene Finder.- Annotation Pipelines for Next Generation Sequencing Projects.
Erscheinungsdatum | 13.10.2016 |
---|---|
Reihe/Serie | Computational Biology ; 20 |
Zusatzinfo | 81 Illustrations, black and white; XX, 382 p. 81 illus. |
Verlagsort | England |
Sprache | englisch |
Maße | 155 x 235 mm |
Themenwelt | Mathematik / Informatik ► Informatik ► Theorie / Studium |
Informatik ► Weitere Themen ► Bioinformatik | |
Naturwissenschaften ► Biologie ► Genetik / Molekularbiologie | |
Schlagworte | algorithms • Bioinformatics • Biological sequence analysis • comparative genomics • Computational Biology • Computational Gene Finding • genes • Genetics • Information Theory • sequence alignment |
ISBN-10 | 1-4471-6875-5 / 1447168755 |
ISBN-13 | 978-1-4471-6875-1 / 9781447168751 |
Zustand | Neuware |
Haben Sie eine Frage zum Produkt? |
Mehr entdecken
aus dem Bereich
aus dem Bereich
Operationen- und Prozedurenschlüssel; Internationale Klassifikation …
Buch | Softcover (2023)
Deutscher Ärzteverlag
CHF 34,95
Grundlagen, Algorithmen, Anwendungen
Buch | Hardcover (2022)
Wiley-VCH (Verlag)
CHF 109,95