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Progress in Information Geometry

Theory and Applications

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eBook. PDF

eBook

2021

274 S. XII, 274 p. 105 illus., 35 illus. in color..

In englischer Sprache

Springer International Publishing. ISBN 978-3-030-65459-7

Das Werk ist Teil der Reihe: Signals and Communication Technology

Produktbeschreibung

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).