Progress in Information Geometry (eBook)

Theory and Applications
Artikelnummer: 978-3-030-65459-7
Einband: PDF
Verfügbarkeit: Download, sofort verfügbar (Link per E-Mail)
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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).



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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VerlagSpringer International Publishing
EinbandPDF
Erscheinungsjahr2021
Seitenangabe274 S.
AusgabekennzeichenEnglisch
AbbildungenXII, 274 p. 105 illus., 35 illus. in color.
Masse6'519 KB
PlattformPDF
ReiheSignals and Communication Technology; Physics and Astronomy; Physics and Astronomy
AutorNielsen, Frank (Hrsg.)

Alle Bände der Reihe "Signals and Communication Technology; Physics and Astronomy; Physics and Astronomy (R0)"

Weitere Titel von Frank (Hrsg.) Nielsen

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