Topological and Statistical Methods for Complex Data Tackling Large-Scale, High-Dimensional, and Multivariate Data Spaces /

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 challenge...

Descripción completa

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Bennett, Janine (Editor ), Vivodtzev, Fabien (Editor ), Pascucci, Valerio (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2015.
Edición:1st ed. 2015.
Colección:Mathematics and Visualization,
Temas:
Topology.
Statistics .
Mathematics.
Algorithms.
Information visualization.
Manifolds (Mathematics).
Statistical Theory and Methods.
Applications of Mathematics.
Data and Information Visualization.
Manifolds and Cell Complexes.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

Ejemplares similares