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Topological Data Analysis for Scientific Visualization
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Catalogue Information
Field name
Details
Dewey Class
004
Title
Topological Data Analysis for Scientific Visualization ([EBook]) / by Julien Tierny.
Author
Tierny, Julien
Other name(s)
SpringerLink (Online service)
Publication
Cham : : Springer International Publishing : : Imprint: Springer, , 2017.
Physical Details
XV, 150 p. 84 illus. in color. : online resource.
Series
Mathematics and visualization
1612-3786
ISBN
9783319715070
Summary Note
Combining theoretical and practical aspects of topology, this book delivers a comprehensive and self-contained introduction to topological methods for the analysis and visualization of scientific data. Theoretical concepts are presented in a thorough but intuitive manner, with many high-quality color illustrations. Key algorithms for the computation and simplification of topological data representations are described in details, and their application is carefully illustrated in a chapter dedicated to concrete use cases. With its fine balance between theory and practice, "Topological Data Analysis for Scientific Visualization" constitutes an appealing introduction to the increasingly important topic of topological data analysis, for lecturers, students and researchers.:
System details note
Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site
http://dx.doi.org/10.1007/978-3-319-71507-0
Links to Related Works
Subject References:
Algorithms
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Computer Graphics
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Computer Imaging, Vision, Pattern Recognition and Graphics
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Computer Science
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Computer software
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Discrete Mathematics in Computer Science
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Mathematical Software
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Mathematics
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Topology
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Visualization
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Authors:
Tierny, Julien
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Corporate Authors:
SpringerLink (Online service)
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Series:
Mathematics and visualization
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Classification:
004
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