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Topological Methods in Data Analysis and Visualization III: Theory, Algorithms, and Applications Softcover reprint of the original 1st ed. 2014 [Pehme köide]

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  • Formaat: Paperback / softback, 279 pages, kõrgus x laius: 235x155 mm, kaal: 4453 g, 69 Illustrations, color; 29 Illustrations, black and white; X, 279 p. 98 illus., 69 illus. in color., 1 Paperback / softback
  • Sari: Mathematics and Visualization
  • Ilmumisaeg: 23-Aug-2016
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319381652
  • ISBN-13: 9783319381657
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  • Formaat: Paperback / softback, 279 pages, kõrgus x laius: 235x155 mm, kaal: 4453 g, 69 Illustrations, color; 29 Illustrations, black and white; X, 279 p. 98 illus., 69 illus. in color., 1 Paperback / softback
  • Sari: Mathematics and Visualization
  • Ilmumisaeg: 23-Aug-2016
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3319381652
  • ISBN-13: 9783319381657
This collection of peer-reviewed conference papers provides comprehensive coverage of cutting-edge research in topological approaches to data analysis and visualization. It encompasses the full range of new algorithms and insights, including fast homology computation, comparative analysis of simplification techniques, and key applications in materials and medical science. The volume also features material on core research challenges such as the representation of large and complex datasets and integrating numerical methods with robust combinatorial algorithms.









Reflecting the focus of the TopoInVis 2013 conference, the contributions evince the progress currently being made on finding experimental solutions to open problems in the sector. They provide an inclusive snapshot of state-of-the-art research that enables researchers to keep abreast of the latest developments and provides a foundation for future progress. With papers by some of the worlds leading experts in topological techniques, this volume is a major contribution to the literature in a field of growing importance with applications in disciplines that range from engineering to medicine.
Part I Robust Topological Analysis: 1 Robust Detection of Singularities
in Vector Fields: H. Bhatia, A. Gyulassy, H. Wang, P.-T. Bremer and V.
Pascucci.- 2 Interpreting Feature Tracking Through the Lens of Robustness: P.
Skraba and B. Wang.- 3 Simplification of Morse Decompositions using Morse Set
Mergers: L. Sipeki and A. Szymczak.- 4 Toward the Extraction of Saddle
Periodic Orbits: J. Kasten, J. Reininghaus, W. Reich and G. Scheuermann.-
Part II Efficient Computation of Topology.- 5 Computational Topology via
Functional Programming: A Baseline Analysis: D. Duke and H. Carr.- 6
Distributed Contour Trees: D. Morozov and G.H. Weber.- 7 Clear and Compress:
Computing Persistent Homology in Chunks: M. Kerber, J. Reininghaus and U.
Bauer.- 8 Parallel Computation of Nearly Recurrent Components of Piecewise
Constant Vector Fields: N.  BrunhartLupo and A. Szymczak.- Part III
Simplification, Approximation and Distance Measures.- 9 Notes on the
Simplification of the Morse-Smale Complex: D. Günther, J. Reininghaus, H.-P.
Seidel and T. Weinkauf.- 10 Measuring The Distance Between Merge Trees: K.
Beketayev, D. Yeliussizov, D. Morozov, G.H. Weber and B. Hamann.- 11
Topological Integrity for Dynamic Spline Models During Visualization of Big
Data: H. P. Cassidy, Th. J. Peters, H. Ilies and K.E. Jordan.- Part IV
Time-Dependent Analysis: 12 A Comparison of Finite-Time and Finite-Size
Lyapunov Exponents: R. Peikert, A. Pobitzer, F. Sadlo and B. Schindler.- 13
Development of an efficient and flexible pipeline for Lagrangian coherent
structure computation: S. Ameli, Y. Desai and S. Shadden.- 14 Topological
Features in Time-Dependent Advection-Diffusion Flow: F. Sadlo, G. Karch and
Th. Ertl.- Part V Applications: 15 Definition, Extraction, and Validation of
Pore Structures in Porous Media: U. Homberg, D. Baum, A. Wiebel, S. Prohaska
and H.- Ch. Hege.- 16 Visualization of Two-Dimensional Symmetric Positive
Definite Tensor Fields Using the Heat Kernel: V. Zobel, J.Reininghaus and I.
Hotz.- 17 Topological Features in Glyph-Based Corotation Visualization: S.
Shafii, H. Obermaier, B. Hamann and K. Joy.