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Progress in Information Geometry: Theory and Applications
Paperback
Series: Signals and Communication Technology
Technology & EngineeringGeneral MathematicsGeneral Science
ISBN13: 9783030654610
Publisher: Springer
Published: Mar 16 2022
Pages: 274
Weight: 0.90
Height: 0.60 Width: 6.14 Depth: 9.21
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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