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 ...
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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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Add this copy of Geometric and Topological Inference (Cambridge Texts in to cart. $34.99, very good condition, Sold by Blue Fog Books rated 4.0 out of 5 stars, ships from Arlington Heights, IL, UNITED STATES, published 2011 by Cambridge University Press.
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New. Print on demand Trade paperback (US). Contains: Unspecified. Cambridge Texts in Applied Mathematics . Includes unspecified. Intended for professional and scholarly audience.
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Add this copy of Geometric and Topological Inference to cart. $62.80, new condition, Sold by discount_scientific_books rated 4.0 out of 5 stars, ships from Sterling Heights, MI, UNITED STATES, published 2018 by Cambridge University Press.
