Computational Topology for Data Analysis

Computational Topology for Data Analysis

Dey, Tamal Krishna; Wang, Yusu

Cambridge University Press

03/2022

452

Dura

Inglês

9781009098168

15 a 20 dias

780

Descrição não disponível.
1. Basics; 2. Complexes and homology groups; 3. Topological persistence; 4. General persistence; 5. Generators and optimality; 6. Topological analysis of point clouds; 7. Reeb graphs; 8. Topological analysis of graphs; 9. Cover, nerve and Mapper; 10. Discrete Morse theory and applications; 11. Multiparameter persistence and decomposition; 12. Multiparameter persistence and distances; 13. Topological persistence and machine learning.
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