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Topological and statistical methods for complex data : tackling large-scale, high-dimensional, and multivariate data spaces

Author: Janine Bennett; Fabien Vivodtzev; Valerio Pascucci; Léo Allemand-Giorgis
Publisher: Heidelberg, Germany : Springer, 2015. ©2015
Series: Mathematics and visualization.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013. It features the work of some of the most prominent and recognized leaders in the field who examine challenges as well as detail solutions to the analysis of extreme scale data. The book presents new methods that leverage the  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Topological and statistical methods for complex data : tackling large-scale, high-dimensional, and multivariate data spaces.
Heidelberg, Germany : Springer, ©2015
xv, 297 pages
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Janine Bennett; Fabien Vivodtzev; Valerio Pascucci; Léo Allemand-Giorgis
ISBN: 9783662449004 3662449005 3662448998 9783662448991
OCLC Number: 898999942
Notes: "With 120 Figures, 101 in color."
Description: 1 online resource (297 pages) : illustrations (some color).
Contents: I. Large-scale data analysis: In-situ and distributed analysis --
II. Large-scale data analysis: Efficient representation of large-functions --
III. Multi-variate data analysis: Structural techniques --
IV. Multi-variate data analysis: Classification and visualization of vector fields --
V. High-dimensional data analysis: Exploration of high-dimensional models --
VI. High-dimensional data analysis: Analysis of large systems.
Series Title: Mathematics and visualization.
Responsibility: Janine Bennett, Fabien Vivodtzev, Valerio Pascucci, editors ; contributors, Léo Allemand-Giorgis [and fifty-five others].

Abstract:

This book contains papers presented at the Workshop on the Analysis of Large-scale, High-Dimensional, and Multi-Variate Data Using Topology and Statistics, held in Le Barp, France, June 2013.  Read more...

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