TitleProgress in Information Geometry : Theory and Applications
Author(s)Nielsen, Frank
PublicationCham, Springer International Publishing, 2021.
DescriptionXII, 274 p. 105 illus., 35 illus. in color : online resource
Abstract NoteThis 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,Price9783030654597
Keyword(s)1. Coding and Information Theory 2. CODING THEORY 3. Communications Engineering, Networks 4. COMPLEX SYSTEMS 5. EBOOK 6. EBOOK - SPRINGER 7. GLOBAL ANALYSIS (MATHEMATICS) 8. Global Analysis and Analysis on Manifolds 9. INFORMATION THEORY 10. Manifolds (Mathematics) 11. SIGNAL PROCESSING 12. Signal, Speech and Image Processing 13. Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences 14. Statistics?? 15. SYSTEM THEORY 16. TELECOMMUNICATION
Item TypeeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
I11629     On Shelf