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).
| ISBN: | 9783030654580 |
| Publication date: | 15th March 2021 |
| Author: | Frank Nielsen |
| Publisher: | Springer an imprint of Springer International Publishing |
| Format: | Hardback |
| Pagination: | 274 pages |
| Series: | Signals and Communication Technology |
| Genres: |
Cybernetics and systems theory Coding theory and cryptology Calculus and mathematical analysis Probability and statistics Electronics engineering Communications engineering / telecommunications Digital signal processing (DSP) Information theory |
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.
Progress in Information Geometry features in the following genres: Cybernetics and systems theory, Coding theory and cryptology, Calculus and mathematical analysis, Probability and statistics, Electronics engineering, Communications engineering / telecommunications, Digital signal processing (DSP), Information theory
Hardback. £107.99, down from the £119.99 cover price. Not Available.
Progress in Information Geometry was written by Frank Nielsen and published by Springer an imprint of Springer International Publishing
Progress in Information Geometry has 274 pages
Yes it is part of Signals and Communication Technology series
£107.99, reduced from £119.99. Not Available.