Topological methods in data analysis and visualization : theory, algorithms, and applications
Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, physics, engineering, and medicine. Current challenges of topology-based techniques include the management of time-dependent data, the represen...
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| Format: | Book |
| Language: | English |
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Heidelberg ; New York :
Springer ,
c2011
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| Series: | Mathematics and visualization
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| Subjects: |
Table of Contents:
- 1. Foundations of computational topology
- 2. Hierarchical topological data-structure
- 3. Topological feature extraction algorithms
- 4. Applications in scientific data analysis and visualization
- 5. Topological analysis of large-scale scientific data