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Progress in Information Geometry: Theory and Applications
Hardcover
Series: Signals and Communication Technology
Technology & EngineeringGeneral MathematicsGeneral Science
ISBN13: 9783030654580
Publisher: Springer
Published: Mar 15 2021
Pages: 274
Weight: 1.30
Height: 0.70 Width: 7.70 Depth: 9.40
Language: English
This book focuses on information-geometric manifolds of structured data and models and related applied mathematics. It features new and fruitful interactions between several branches of science: Advanced Signal/Image/Video Processing, Complex Data Modeling and Analysis, Statistics on Manifolds, Topology/Machine/Deep Learning and Artificial Intelligence. The selection of applications makes the book a substantial information source, not only for academic scientist but it is also highly relevant for industry.
The book project was initiated following discussions at the international conference GSI'2019 - Geometric Science of Information that was held at ENAC, Toulouse (France).
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