Overview
- Brings together geometric tools and their applications for Information analysis
- Collects the most important contributions to the conference GSI’2013 - Geometric Science of Information
- Presents many current uses of in the interdisciplinary fields of Information Geometry Manifolds
- Includes supplementary material: sn.pub/extras
Part of the book series: Signals and Communication Technology (SCT)
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About this book
This book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition and natural language treatment which are also substantially relevant for the industry.
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Table of contents (13 chapters)
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Front Matter
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Back Matter
Editors and Affiliations
Bibliographic Information
Book Title: Geometric Theory of Information
Editors: Frank Nielsen
Series Title: Signals and Communication Technology
DOI: https://doi.org/10.1007/978-3-319-05317-2
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer International Publishing Switzerland 2014
Hardcover ISBN: 978-3-319-05316-5Published: 22 May 2014
Softcover ISBN: 978-3-319-35181-0Published: 03 September 2016
eBook ISBN: 978-3-319-05317-2Published: 08 May 2014
Series ISSN: 1860-4862
Series E-ISSN: 1860-4870
Edition Number: 1
Number of Pages: XII, 392
Number of Illustrations: 21 b/w illustrations, 60 illustrations in colour
Topics: Signal, Image and Speech Processing, Differential Geometry, Data Mining and Knowledge Discovery, Mathematical Applications in Computer Science, Remote Sensing/Photogrammetry