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Research in Computational Topology

Lori Ziegelmeier (Hrsg.), Erin Wolf Chambers (Hrsg.), Brittany Terese Fasy (Hrsg.)

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Springer International Publishing img Link Publisher

Naturwissenschaften, Medizin, Informatik, Technik / Geometrie

Beschreibung

Based on the first Workshop for Women in Computational Topology that took place in 2016, this volume assembles new research and applications in computational topology.  Featured articles range over the breadth of the discipline, including topics such as surface reconstruction, topological data analysis, persistent homology, algorithms, and surface-embedded graphs.  Applications in graphics, medical imaging, and GIS are discussed throughout the book. Four of the papers in this volume are the product of working groups that were established and developed during the workshop. Additional papers were also solicited from the broader Women in Computational Topology network. The volume is accessible to a broad range of researchers, both within the field of computational topology and in related disciplines such as statistics, computational biology, and machine learning. 

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Schlagwörter

planar domains, persistent homology, Data Analysis, Workshop, WinCompTop, Computational Topology, Pseudo-multidimensional persistence, Network Analysis, Metric Graphs, scaffoldings and spines, Persistence Profiles, Rank invariant stability