Geometric and Topological Inference

Nonfiction, Science & Nature, Mathematics, Computers, General Computing, Reference & Language, Reference
Cover of the book Geometric and Topological Inference by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec ISBN: 9781108317610
Publisher: Cambridge University Press Publication: August 31, 2018
Imprint: Cambridge University Press Language: English
Author: Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
ISBN: 9781108317610
Publisher: Cambridge University Press
Publication: August 31, 2018
Imprint: Cambridge University Press
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Cambridge University Press

Cover of the book Political Change in Southeast Asia by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book The Cambridge Economic History of Australia by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book The Cambridge Companion to the Literature of the American Renaissance by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book Theatre of the Rule of Law by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book The Subfertility Handbook by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book The Cambridge Companion to Medieval Ethics by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book The Natural Moral Law by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book School Bullying in Different Cultures by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book Intimacy and Sexuality in the Age of Shakespeare by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book A Walk through the Southern Sky by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book Neuropathic Pain by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book The Comment Clause in English by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book Astrobiology, Discovery, and Societal Impact by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book Constitutionalism of the Global South by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
Cover of the book The Nature of Asian Politics by Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy