Can I read Geometric and Topological Inference on EtoBox?

Geometric and Topological Inference by Boissonnat, Jean-Daniel; Chazal, Frédéric; Yvinec, Mariette is a scholarly article available to read on EtoBox.

What is Geometric and Topological Inference about?

"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."--[Source inconnue]

Author

Boissonnat, Jean-Daniel; Chazal, Frédéric; Yvinec, Mariette

Publisher

Cambridge University Press (Virtual Publishing)

Published

2018

Language

EN

ISBN

9781108297806