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Geometric Theory of Information de Frank Nielsen

Geometric Theory of Information: Signals and Communication Technology

Editat de Frank Nielsen
en Limba Engleză Hardback – 22 mai 2014
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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Specificații

ISBN-13: 9783319053165
ISBN-10: 3319053167
Pagini: 404
Ilustrații: XII, 392 p. 81 illus., 60 illus. in color.
Dimensiuni: 155 x 235 x 32 mm
Greutate: 0.7 kg
Ediția:2014
Editura: Springer International Publishing
Colecția Springer
Seria Signals and Communication Technology

Locul publicării:Cham, Switzerland

Public țintă

Research

Cuprins

Preface.- Divergence Functions and Geometric Structures They Induce on a Manifold.- Geometry on Positive Definite Matrices Deformed by V-potentials and Its Submanifold Structure.- Hessian structures and divergence functions on deformed exponential families.- Harmonic maps relative to α-connections.- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences.- Computational algebraic methods in efficient estimation.

Textul de pe ultima copertă

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.

Caracteristici

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