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Topological Data Analysis with Applications
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Pages: 233
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
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
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
Language: en
Pages: 522
Authors: Nils A. Baas
Categories: Mathematics
Type: BOOK - Published: 2020-06-25 - Publisher: Springer Nature

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This book gathers the proceedings of the 2018 Abel Symposium, which was held in Geiranger, Norway, on June 4-8, 2018. The symposium offered an overview of the e
Topological Data Analysis for Genomics and Evolution
Language: en
Pages: 522
Authors: Raul Rabadan
Categories: Science
Type: BOOK - Published: 2019-12-19 - Publisher: Cambridge University Press

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Biology has entered the age of Big Data. A technical revolution has transformed the field, and extracting meaningful information from large biological data sets