Geometric Theory of Information

Inbunden, Engelska, 2014

Del i serien Signals and Communication Technology

1 062 kr

Beställningsvara. Skickas inom 10-15 vardagar. Fri frakt över 249 kr.

Beskrivning

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.

Produktinformation

Utgivningsdatum:2014-05-22
Mått:155 x 235 x 26 mm
Vikt:736 g
Format:Inbunden
Språk:Engelska
Serie:Signals and Communication Technology
Antal sidor:392
Upplaga:2014
Förlag:Springer International Publishing AG
ISBN:9783319053165

Utforska kategorier

Innehållsförteckning

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.