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Microarray Bioinformatics

Produktform: Buch / Einband - flex.(Paperback)

This book provides a comprehensive, interdisciplinary collection of the main, up-to-date methods, tools, and techniques for microarray data analysis, covering the necessary steps for the acquisition of the data, its preprocessing, and its posterior analysis. Featuring perspectives from biology, computer science, and statistics, the volume explores machine learning methods such as clustering, feature selection, classification, data normalization, and missing value imputation, as well as the statistical analysis of the data and the most popular computer tools to analyze microarray data. Written for the highly successful series, chapters include the kind of detailed implementation advice that will aid researchers in getting successful results. Cutting-edge and authoritative, serves as an ideal guide for researchers and graduate students in bioinformatics, with basic knowledge in biology and computer science, and with a view to work with microarray datasets.weiterlesen

Dieser Artikel gehört zu den folgenden Serien

Sprache(n): Englisch

ISBN: 978-1-4939-9444-1 / 978-1493994441 / 9781493994441

Verlag: Springer US

Erscheinungsdatum: 14.08.2020

Seiten: 299

Auflage: 1

Herausgegeben von Verónica Bolón-Canedo, Amparo Alonso-Betanzos

165,84 € inkl. MwSt.
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lieferbar - Lieferzeit 10-15 Werktage

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