Topological Data Analysis with Applications (English, Gunnar Carlsson | Mikael Vejdemo-Johansson)
Cambridge University Press

Topological Data Analysis with Applications (English, Gunnar Carlsson | Mikael Vejdemo-Johansson)

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ISBN-139781108838658
ISBN-101108838650

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About the Book

The continued and dramatic rise in the size of data sets has meant that new methods are required to model and analyze them. This timely account introduces topological data analysis (TDA), a method for modeling data by geometric objects, namely graphs and their higher-dimensional versions: simplicial complexes. The authors outline the necessary background material on topology and data philosophy for newcomers, while more complex concepts are highl…

ISBN: 9781108838658

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