Geometric and Topological Inference
Language: English
Published by Cambridge University Press, GB, 2018
Series: Book 38 of 44 - Cambridge Texts in Applied Mathematics
- Hardcover
- New
Seller: Rarewaves.com UK, London, United KingdomRarewaves.com UK
AbeBooks seller since June 11, 2025
Condition: New
£ 88.95
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Add to basketItem description from seller
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.
Seller Inventory # LU-9781108419390
- Title
- Geometric and Topological Inference
- Author
- Jean-Daniel Boissonnat, Frédéric Chazal, Mariette Yvinec
- Publisher
- Cambridge University Press, GB
- Publication year
- 2018
- Condition
- New
- Binding
- Hardback
- Language
- English
- ISBN 10
- 1108419399
- ISBN 13
- 9781108419390
- Item weight
- 470 grams
- Series
- Book 38 of 44: Cambridge Texts in Applied Mathematics
"Synopsis" may belong to another edition of this title.
About the Author
Frédéric Chazal is a Research Director at the Institut national de recherche en informatique et en automatique, France, where he is heading the DataShape team, a pioneering and world leading group in computational geometry and topological data analysis. His current primary research is on topological data analysis and its connections with statistics and machine learning, and he has authored several reference papers in this domain. He is an associate editor of four international journals and he teaches topological data analysis in various universities and engineering schools in the Paris area.
Mariette Yvinec was a Researcher at the Institut national de recherche en informatique et en automatique, France. She is a specialist in the field of shape reconstruction and meshing, and taught master's courses on the subject in various universities in Paris. She co-authored a reference book on computational geometry with Jean-Daniel Boissonnat, and played an active role in the design and development of the software library CGAL.
"About the title" may belong to another edition of this title.
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