Topological Data Analysis with Applications (English, Gunnar Carlsson | Mikael Vejdemo-Johansson)
by Gunnar Carlsson | Mikael Vejdemo-Johansson
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Book Details
Publisher
Cambridge University Press
Language
English
ISBN-13
9781108838658
ISBN-10
1108838650
Author
Gunnar Carlsson | Mikael Vejdemo-Johansson
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
ISBN-13: 9781108838658
ISBN-10: 1108838650
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Product ID: isbn-9781108838658
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