TY  - BOOK
AU  - Nielsen,Frank
ED  - SpringerLink (Online service)
TI  - Geometric Theory of Information
T2  - Signals and Communication Technology,
SN  - 9783319053172
AV  - TK5102.9 
U1  - 621.382 23
PY  - 2014///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Engineering
KW  - Data mining
KW  - Remote sensing
KW  - Computer science
KW  - Mathematics
KW  - Computer mathematics
KW  - Differential geometry
KW  - Signal, Image and Speech Processing
KW  - Differential Geometry
KW  - Data Mining and Knowledge Discovery
KW  - Mathematical Applications in Computer Science
KW  - Remote Sensing/Photogrammetry
N1  - 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
N2  - 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
UR  - http://dx.doi.org/10.1007/978-3-319-05317-2
ER  -