Geometric Theory of Information
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Beschreibung
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.
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.
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
Autor*in
Frank Nielsen
Themen in »Geometric Theory of Information«
Banach Information Manifolds Computational Information Geometry GSI’2013 - Geometric Science of Information Information Analysis Information Ranking Shape Spaces Shape Variability remote sensing/photogrammetry