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Computational Topology for Data Analysis
Language: en
Pages: 456
Authors: Tamal Krishna Dey
Categories: Mathematics
Type: BOOK - Published: 2022-03-10 - Publisher: Cambridge University Press

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Topological data analysis (TDA) has emerged recently as a viable tool for analyzing complex data, and the area has grown substantially both in its methodologies
Computational Topology for Biomedical Image and Data Analysis
Language: en
Pages: 116
Authors: Rodrigo Rojas Moraleda
Categories: Medical
Type: BOOK - Published: 2019-07-12 - Publisher: CRC Press

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This book provides an accessible yet rigorous introduction to topology and homology focused on the simplicial space. It presents a compact pipeline from the fou
Computational Topology
Language: en
Pages: 241
Authors: Herbert Edelsbrunner
Categories: Mathematics
Type: BOOK - Published: 2022-01-31 - Publisher: American Mathematical Society

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Combining concepts from topology and algorithms, this book delivers what its title promises: an introduction to the field of computational topology. Starting wi
Computational Topology for Data Analysis
Language: en
Pages: 455
Authors: Tamal Krishna Dey
Categories: Computers
Type: BOOK - Published: 2022-03-10 - Publisher: Cambridge University Press

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This book provides a computational and algorithmic foundation for techniques in topological data analysis, with examples and exercises.
Topological Data Analysis with Applications
Language: en
Pages: 233
Authors: Gunnar Carlsson
Categories: Computers
Type: BOOK - Published: 2021-12-16 - Publisher: Cambridge University Press

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This timely text introduces topological data analysis from scratch, with detailed case studies.