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Geometric and Topological Inference
Engelsk
Bogcover for Geometric and Topological Inference af Jean-Daniel Boissonnat, Frederic Chazal, Mariette Yvinec, 9781108410892
Specifikationer
Sprog:
Engelsk
Sider:
246
ISBN-13:
9781108410892
Indbinding:
Paperback
ISBN-10:
1108410898
Udg. Dato:
27 sep 2018
Størrelse i cm:
17,7 x 22,8 x 1,7
Oplagsdato:
27 sep 2018

Geometric and Topological Inference

Engelsk
Paperback 2018
Format:

Bog beskrivelse
Geometric and topological inference deals with the retrieval of information about a geometric object using only a finite set of possibly noisy sample points. It has connections to manifold learning and provides the mathematical and algorithmic foundations of the rapidly evolving field of topological data analysis. Building on a rigorous treatment of simplicial complexes and distance functions, this self-contained book covers key aspects of the field, from data representation and combinatorial questions to manifold reconstruction and persistent homology. It can serve as a textbook for graduate students or researchers in mathematics, computer science and engineering interested in a geometric approach to data science.
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Specifikationer
Sprog:
Engelsk
Sider:
246
ISBN-13:
9781108410892
Indbinding:
Paperback
ISBN-10:
1108410898
Udg. Dato:
27 sep 2018
Størrelse i cm:
17,7 x 22,8 x 1,7
Oplagsdato:
27 sep 2018
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