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商品詳細
Progress in Information Geometry: Theory and Applications. 2021 ed.
・ISBN 978-3-030-65461-0 paper EUR 139.99
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| 著者・編者 | Nielsen, Frank (ed.), |
|---|---|
| シリーズ | (Signals and Communication Technology) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2022 |
| ページ数 | 274 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-56603＞ |
解説
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).