Topological Methods in Data Analysis and Visualization: Theory, Algorithms, and Applications

Author:   Valerio Pascucci ,  Xavier Tricoche ,  Hans Hagen ,  Julien Tierny
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   Softcover reprint of the original 1st ed. 2011
ISBN:  

9783662506042


Pages:   260
Publication Date:   23 August 2016
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Topological Methods in Data Analysis and Visualization: Theory, Algorithms, and Applications


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Overview

"Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, physics, engineering, and medicine. Current challenges of topology-based techniques include the management of time-dependent data, the representation of large and complex datasets, the characterization of noise and uncertainty, the effective integration of numerical methods with robust combinatorial algorithms, etc. . The editors have brought together the most prominent and best recognized researchers in the field of topology-based data analysis and visualization for a joint discussion and scientific exchange of the latest results in the field. This book contains the best 20 peer-reviewed papers resulting from the discussions and presentations at the third workshop on ""Topological Methods in Data Analysis and Visualization"", held 2009 in Snowbird, Utah, US. The 2009 ""TopoInVis"" workshop follows the two successful workshops in 2005 (Slovakia) and 2007 (Germany)."

Full Product Details

Author:   Valerio Pascucci ,  Xavier Tricoche ,  Hans Hagen ,  Julien Tierny
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   Softcover reprint of the original 1st ed. 2011
Dimensions:   Width: 15.50cm , Height: 1.40cm , Length: 23.50cm
Weight:   0.567kg
ISBN:  

9783662506042


ISBN 10:   3662506041
Pages:   260
Publication Date:   23 August 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

Foundations of Computational Topology.- Hierarchical Topological Data-Structures.- Topological Feature Extraction Algorithms.- Applications in Scientific Data Analysis and Visualization.- Topological Analysis of Large-Scale Scientific Data.- Indices.

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