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Topological Methods in Data Analysis and Visualization

Theory, Algorithms, and Applications

Valerio Pascucci, Xavier Tricoche, Hans Hagen, Julien Tierny (Herausgeber)

Buch | Hardcover

VIII, 260 Seiten

2010 | 2011
Springer Berlin (Verlag)
978-3-642-15013-5 (ISBN)

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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).

Hans Hagen, geboren 1955 in den Niederlanden, liebt das Reisen und lässt sich von fremden Kulturen zu den Geschichten seiner Bücher inspirieren.

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

Erscheint lt. Verlag	19.11.2010
Reihe/Serie	Mathematics and Visualization
Zusatzinfo	VIII, 260 p.
Verlagsort	Berlin
Sprache	englisch
Gewicht	515 g
Themenwelt	Informatik ► Software Entwicklung ► User Interfaces (HCI)
	Mathematik / Informatik ► Mathematik ► Graphentheorie
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Data Analysis • Datenanalyse • Geometry • Topologie • Topology • Visualisierung • Visualization
ISBN-10	3-642-15013-6 / 3642150136
ISBN-13	978-3-642-15013-5 / 9783642150135
Zustand	Neuware