Normal view MARC view ISBD view

Topological data analysis for scientific visualization

By: Tierny, Julien.
Series: Mathematics and visualization 1612-3786.Publisher: Cham Springer 2017Description: xv, 150 p. col. ill. 24 cm.ISBN: 9783319715063.Subject(s): Computer graphics | Algorithms | Visualization | Topology | Computational complexity | Information visualization | Computer Imaging, Vision, Pattern Recognition and Graphics | Mathematical Software | Discrete mathematics | Mathematical and​ statistical software | Combinatorics and​ graph theoryDDC classification: 514 Summary: 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.
Tags from this library: No tags from this library for this title. Log in to add tags.

Includes bibliographical references and index.

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.

There are no comments for this item.

Log in to your account to post a comment.

Powered by Koha