Topological Methods in Data Analysis and Visualization VI

Topological Methods in Data Analysis and Visualization VI
Author :
Publisher : Springer Nature
Total Pages : 372
Release :
ISBN-10 : 9783030835002
ISBN-13 : 3030835006
Rating : 4/5 (006 Downloads)

Book Synopsis Topological Methods in Data Analysis and Visualization VI by : Ingrid Hotz

Download or read book Topological Methods in Data Analysis and Visualization VI written by Ingrid Hotz and published by Springer Nature. This book was released on 2021-09-28 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a result of a workshop, the 8th of the successful TopoInVis workshop series, held in 2019 in Nyköping, Sweden. The workshop regularly gathers some of the world’s leading experts in this field. Thereby, it provides a forum for discussions on the latest advances in the field with a focus on finding practical solutions to open problems in topological data analysis for visualization. The contributions provide introductory and novel research articles including new concepts for the analysis of multivariate and time-dependent data, robust computational approaches for the extraction and approximations of topological structures with theoretical guarantees, and applications of topological scalar and vector field analysis for visualization. The applications span a wide range of scientific areas comprising climate science, material sciences, fluid dynamics, and astronomy. In addition, community efforts with respect to joint software development are reported and discussed.


Topological Methods in Data Analysis and Visualization VI Related Books

Topological Methods in Data Analysis and Visualization VI
Language: en
Pages: 372
Authors: Ingrid Hotz
Categories: Mathematics
Type: BOOK - Published: 2021-09-28 - Publisher: Springer Nature

GET EBOOK

This book is a result of a workshop, the 8th of the successful TopoInVis workshop series, held in 2019 in Nyköping, Sweden. The workshop regularly gathers some
Topological Data Analysis for Scientific Visualization
Language: en
Pages: 158
Authors: Julien Tierny
Categories: Mathematics
Type: BOOK - Published: 2018-01-16 - Publisher: Springer

GET EBOOK

Combining theoretical and practical aspects of topology, this book provides a comprehensive and self-contained introduction to topological methods for the analy
Topological Methods in Data Analysis and Visualization V
Language: en
Pages: 264
Authors: Hamish Carr
Categories: Mathematics
Type: BOOK - Published: 2020-12-10 - Publisher: Springer Nature

GET EBOOK

This collection of peer-reviewed workshop papers provides comprehensive coverage of cutting-edge research into topological approaches to data analysis and visua
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

GET EBOOK

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
Persistence Theory: From Quiver Representations to Data Analysis
Language: en
Pages: 229
Authors: Steve Y. Oudot
Categories: Mathematics
Type: BOOK - Published: 2017-05-17 - Publisher: American Mathematical Soc.

GET EBOOK

Persistence theory emerged in the early 2000s as a new theory in the area of applied and computational topology. This book provides a broad and modern view of t