Topological Data Analysis for Genomics and Evolution: Topology in Biology free ebook download.

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Topological Data Analysis for Genomics and Evolution: Topology in Biology free ebook download

Category:
Biology

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Catalogue

Author(s):	Raul Rabadan, Andrew J. Blumberg

Date:	2020	Format:	PDF	Language:	English	ISBN/ASIN:	1107159547
Pages:	1	OCR:		Quality:		ISBN13:
Uploader:	alex21s	Upload Date:	1/4/2020 8:39:56 PM

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Biology has entered the age of Big Data. A 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 comparisons of shape to a comparison of algebraic invariants, such as numbers, which are typically easier to work with. 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 as well as mathematicians interested in applied topology.

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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
2669634	Book	http://tezfiles.com/file/19cfbc0d8a56d...		28.00	alex21s

Tags: Analysis Biology Data Evolution Genomics Topological Topology

Title	Link	Password	Size	Reason

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