Mathematics and Visualization

Topological Methods in Data Analysis and Visualization IV

Theory, Algorithms, and Applications

Editors: Carr, Hamish, Garth, Christoph, Weinkauf, Tino (Eds.)

  • Covers the full range of cutting-edge research in the sector
  • Many applications to science and engineering
  • Topic with close interaction of mathematics and computer science
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eBook $139.00
price for USA (gross)
  • ISBN 978-3-319-44684-4
  • Digitally watermarked, DRM-free
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  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-3-319-44682-0
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About this book

This book presents contributions on topics ranging from novel applications of topological analysis for particular problems, through studies of the effectiveness of modern topological methods, algorithmic improvements on existing methods, and parallel computation of topological structures, all the way to mathematical topologies not previously applied to data analysis.

Topological methods are broadly recognized as valuable tools for analyzing the ever-increasing flood of data generated by simulation or acquisition. This is particularly the case in scientific visualization, where the data sets have long since surpassed the ability of the human mind to absorb every single byte of data.

The biannual TopoInVis workshop has supported researchers in this area for a decade, and continues to serve as a vital forum for the presentation and discussion of novel results in applications in the area, creating a platform to disseminate knowledge about such implementations throughout and beyond the community.

The present volume, resulting from the 2015 TopoInVis workshop held in Annweiler, Germany, will appeal to researchers in the fields of scientific visualization and mathematics, domain scientists with an interest in advanced visualization methods, and developers of visualization software systems.

Table of contents (21 chapters)

  • Theory of Singular Fibers and Reeb Spaces for Visualization

    Saeki, Osamu

    Pages 3-33

  • Topology-Based Analysis for Multimodal Atmospheric Data of Volcano Eruptions

    Kuhn, Alexander (et al.)

    Pages 35-50

  • A Comparison of Joint Contour Nets and Pareto Sets

    Huettenberger, Lars (et al.)

    Pages 51-65

  • Visualizing Topological Properties of the Search Landscape of Combinatorial Optimization Problems

    Volke, Sebastian (et al.)

    Pages 69-85

  • Computing and Visualizing Time-Varying Merge Trees for High-Dimensional Data

    Oesterling, Patrick (et al.)

    Pages 87-101

Buy this book

eBook $139.00
price for USA (gross)
  • ISBN 978-3-319-44684-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.00
price for USA
  • ISBN 978-3-319-44682-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Topological Methods in Data Analysis and Visualization IV
Book Subtitle
Theory, Algorithms, and Applications
Editors
  • Hamish Carr
  • Christoph Garth
  • Tino Weinkauf
Series Title
Mathematics and Visualization
Copyright
2017
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-44684-4
DOI
10.1007/978-3-319-44684-4
Hardcover ISBN
978-3-319-44682-0
Series ISSN
1612-3786
Edition Number
1
Number of Pages
XI, 363
Number of Illustrations and Tables
24 b/w illustrations, 129 illustrations in colour
Topics