Data Visualization with Category Theory and Geometry (English, Lukas Silvester Barth | Hannaneh Fahimi | Parvaneh Joharinad)
by Lukas Silvester Barth | Hannaneh Fahimi | Parvaneh Joharinad
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Book Details
Publisher
Springer
Language
English
ISBN-13
9783031979729
ISBN-10
3031979729
Author
Lukas Silvester Barth | Hannaneh Fahimi | Parvaneh Joharinad
About the Book
This open access book provides a robust exposition of the mathematical foundations of data representation, focusing on two essential pillars of dimensionality reduction methods, namely geometry in general and Riemannian geometry in particular, and category theory. Presenting a list of examples consisting of both geometric objects and empirical datasets, this book provides insights into the different effects of dimensionality reduction techniques…
ISBN: 9783031979729
ISBN-13: 9783031979729
ISBN-10: 3031979729
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Product ID: isbn-9783031979729
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