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Persistence Theory: From Quiver Representations to Data Analysis
Language: en
Pages: 229
Authors: Steve Y. Oudot
Categories: Mathematics
Type: BOOK - Published: 2017-05-17 - Publisher: American Mathematical Soc.

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Persistence theory emerged in the early 2000s as a new theory in the area of applied and computational topology. This book provides a broad and modern view of t
The Structure and Stability of Persistence Modules
Language: en
Pages: 123
Authors: Frédéric Chazal
Categories: Mathematics
Type: BOOK - Published: 2016-10-08 - Publisher: Springer

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This book is a comprehensive treatment of the theory of persistence modules over the real line. It presents a set of mathematical tools to analyse the structure
Computational Topology for Data Analysis
Language: en
Pages: 456
Authors: Tamal Krishna Dey
Categories: Mathematics
Type: BOOK - Published: 2022-03-10 - Publisher: Cambridge University Press

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Topological data analysis (TDA) has emerged recently as a viable tool for analyzing complex data, and the area has grown substantially both in its methodologies
Geometric and Topological Inference
Language: en
Pages: 247
Authors: Jean-Daniel Boissonnat
Categories: Computers
Type: BOOK - Published: 2018-09-27 - Publisher: Cambridge University Press

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A rigorous introduction to geometric and topological inference, for anyone interested in a geometric approach to data science.
Elementary Applied Topology
Language: en
Pages: 0
Authors: Robert W. Ghrist
Categories: Mathematics
Type: BOOK - Published: 2014 - Publisher: Createspace Independent Publishing Platform

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This book gives an introduction to the mathematics and applications comprising the new field of applied topology. The elements of this subject are surveyed in t