Topological Methods in Data Analysis and Visualization -

Topological Methods in Data Analysis and Visualization

Theory, Algorithms, and Applications
Buch | Softcover
VIII, 260 Seiten
2016 | 1. Softcover reprint of the original 1st ed. 2011
Springer Berlin (Verlag)
978-3-662-50604-2 (ISBN)
106,99 inkl. MwSt
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 Utah, US. It offers an important contribution to the field.

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).

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.

Erscheinungsdatum
Reihe/Serie Mathematics and Visualization
Zusatzinfo VIII, 260 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 421 g
Themenwelt Mathematik / Informatik Informatik Grafik / Design
Informatik Software Entwicklung User Interfaces (HCI)
Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Geometrie / Topologie
Mathematik / Informatik Mathematik Graphentheorie
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Technik Maschinenbau
Schlagworte Data Analysis • Geometry • Topology • Visualization
ISBN-10 3-662-50604-1 / 3662506041
ISBN-13 978-3-662-50604-2 / 9783662506042
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Aus- und Weiterbildung nach iSAQB-Standard zum Certified Professional …

von Mahbouba Gharbi; Arne Koschel; Andreas Rausch; Gernot Starke

Buch | Hardcover (2023)
dpunkt Verlag
34,90
Lean UX und Design Thinking: Teambasierte Entwicklung …

von Toni Steimle; Dieter Wallach

Buch | Hardcover (2022)
dpunkt (Verlag)
34,90
Wissensverarbeitung - Neuronale Netze

von Uwe Lämmel; Jürgen Cleve

Buch | Hardcover (2023)
Carl Hanser (Verlag)
34,99