Topological Methods in Data Analysis and Visualization V: Theory, Algorithms, and Applications by Hamish Carr
English | PDF,EPUB | 2020 | 264 Pages | ISBN : 3030430359 | 62 MB
This collection of peer-reviewed workshop papers provides comprehensive coverage of cutting-edge research into topological approaches to data analysis and visualization. It encompasses the full range of new algorithms and insights, including fast homology computation, comparative analysis of simplification techniques, and key applications in materials and medical science. The book also addresses core research challenges such as the representation of large and complex datasets, and integrating numerical methods with robust combinatorial algorithms.