Geometric Theory of Information

Geometric Theory of Information

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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 a 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.53, 89a€“99 (1995) Kumon, M., Takemura, A., Takeuchi, K.: Conformal geometry of statistical manifold with application to sequential ... TAahoku Math. J. 46, 427a€“433 (1994) Kurose, T.: Conformal-projective geometry of statistical manifolds. Interdiscip. Inform ... B. 10, 26:1250063 (2012) Ohara A., Wada, T.: Information geometry of q-Gaussian densities and behaviors of solutions to related diffusion equations.

Title:Geometric Theory of Information
Author:Frank Nielsen
Publisher:Springer Science & Business Media - 2014-01-01


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