Topological Data Analysis for Genomics and Evolution: Topology in Biology

Topological Data Analysis for Genomics and Evolution: Topology in Biology
Raul Rabadan, Andrew J Blumberg
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NZ$ 78.95
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Hardback
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29 Feb 2020 UK
International import eta 7-19 days
9781107159549
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Biology has entered the age of Big Data. The technical revolution has transformed the field, and extracting meaningful information from large biological data sets is now a central methodological challenge. Algebraic topology is a well-established branch of pure mathematics that studies qualitative descriptors of the shape of geometric objects. It aims to reduce questions to a comparison of algebraic invariants, such as numbers, which are typically easier to solve. Topological data analysis is a rapidly-developing subfield that leverages the tools of algebraic topology to provide robust multiscale analysis of data sets. This book introduces the central ideas and techniques of topological data analysis and its specific applications to biology, including the evolution of viruses, bacteria and humans, genomics of cancer and single cell characterization of developmental processes. Bridging two disciplines, the book is for researchers and graduate students in genomics and evolutionary biology alongside mathematicians interested in applied topology.
Status: Active
ISBN-13: 9781107159549
Published: 29 Feb 2020
Published In: United Kingdom
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Format: Hardback
Pages:

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