£55.99

Cambridge University Press Geometric and Topological Inference: 57 (Cambridge Texts in Applied Mathematics, Series Number 57)

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£60.69 £44.04 £47.67 £51.30 £54.94 £58.57 £62.20 09 June 2024 15 November 2024 23 April 2025 29 September 2025 08 March 2026

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Description

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.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
27 September 2018
Listed Since
19 February 2018

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