Topological Data Analysis with Applications

Topological Data Analysis with Applications
Author: Gunnar Carlsson
Publisher: Cambridge University Press
Total Pages: 233
Release: 2021-12-16
Genre: Computers
ISBN: 1108838650
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This timely text introduces topological data analysis from scratch, with detailed case studies.


Topological Data Analysis with Applications
Language: en
Pages: 233

Topological Data Analysis with Applications

Authors: Gunnar Carlsson
Categories: Computers
Type: BOOK - Published: 2021-12-16 - Publisher: Cambridge University Press

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This timely text introduces topological data analysis from scratch, with detailed case studies.
Computational Topology for Data Analysis
Language: en
Pages: 456

Computational Topology for Data Analysis

Authors: Tamal Krishna Dey
Categories: Mathematics
Type: BOOK - Published: 2022-03-10 - Publisher: Cambridge University Press

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Topological data analysis (TDA) has emerged recently as a viable tool for analyzing complex data, and the area has grown substantially both in its methodologies
Topological Methods in Data Analysis and Visualization
Language: en
Pages: 265

Topological Methods in Data Analysis and Visualization

Authors: Valerio Pascucci
Categories: Mathematics
Type: BOOK - Published: 2010-11-23 - Publisher: Springer Science & Business Media

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Topology-based methods are of increasing importance in the analysis and visualization of datasets from a wide variety of scientific domains such as biology, phy
Topological Data Analysis for Genomics and Evolution
Language: en
Pages: 521

Topological Data Analysis for Genomics and Evolution

Authors: Raúl Rabadán
Categories: Science
Type: BOOK - Published: 2019-10-31 - Publisher: Cambridge University Press

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Biology has entered the age of Big Data. The technical revolution has transformed the field, and extracting meaningful information from large biological data se
Persistence Theory: From Quiver Representations to Data Analysis
Language: en
Pages: 229

Persistence Theory: From Quiver Representations to Data Analysis

Authors: Steve Y. Oudot
Categories: Mathematics
Type: BOOK - Published: 2017-05-17 - Publisher: American Mathematical Soc.

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Persistence theory emerged in the early 2000s as a new theory in the area of applied and computational topology. This book provides a broad and modern view of t