Geometric Theory of Information

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...

Descripción completa

Guardado en:
Detalles Bibliográficos
Otros Autores: Nielsen, Frank (ed.)
Formato: Libro electrónico
Lenguaje:Inglés
Publicado: Cham : Springer International Publishing : Imprint: Springer, 2014.
Colección:Signals and Communication Technology,
Materias:
Engineering.
Data mining.
Remote sensing.
Computer science > Mathematics.
Computer mathematics.
Differential geometry.
Signal, Image and Speech Processing.
Knowledge Discovery.
Photogrammetry.
Acceso en línea:http://dx.doi.org/10.1007/978-3-319-05317-2
Aporte de:Registro referencial: Solicitar el recurso aquí
Bibliotecas (ING-UNLP) de Universidad Nacional de La Plata
Tabla de Contenidos:
  • 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.

Ejemplares similares