Geometric Theory of Information

• Corporate Author: SpringerLink (Online service)
• Other Authors: Nielsen, Frank (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2014.
• Series: Signals and Communication Technology,
• Subjects: Engineering.; Data mining.; Remote sensing.; Computer science > Mathematics.; Computer mathematics.; Differential geometry.; Signal, Image and Speech Processing.; Differential Geometry.; Data Mining and Knowledge Discovery.; Mathematical Applications in Computer Science.; Remote Sensing/Photogrammetry.
• Physical Description: XII, 392 p. 81 illus., 60 illus. in color. online resource.
• ISBN: 9783319053172
• ISSN: 1860-4862

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.