TY  - BOOK
AU  - Nielsen,Frank
AU  - Barbaresco,Frédéric
ED  - SpringerLink (Online service)
TI  - Geometric Science of Information: First International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings 
T2  - Lecture Notes in Computer Science,
SN  - 9783642400209
AV  - TA1637-1638 
U1  - 006.6 23
PY  - 2013///
CY  - Berlin, Heidelberg
PB  - Springer Berlin Heidelberg, Imprint: Springer
KW  - Computer science
KW  - Algorithms
KW  - Mathematics
KW  - Artificial intelligence
KW  - Computer graphics
KW  - Image processing
KW  - Pattern recognition
KW  - Computer Science
KW  - Image Processing and Computer Vision
KW  - Artificial Intelligence (incl. Robotics)
KW  - Computer Graphics
KW  - Pattern Recognition
KW  - Discrete Mathematics in Computer Science
KW  - Algorithm Analysis and Problem Complexity
N1  - Geometric statistics on manifolds and Lie groups -- Deformations in shape spaces -- Differential Geometry in Signal Processing -- Relational Metric -- Discrete Metric Spaces -- Computational Information Geometry -- Computational Aspects of Information Geometry in Statistics -- Optimization on Matrix Manifolds -- Optimal Transport Theory -- Probability on Manifolds -- Divergence Geometry and Ancillarity -- Entropic Geometry -- Tensor-Valued Mathematical Morphology -- Machine/Manifold/Topology Learning -- Hessian Information Geometry -- Geometry of Audio Processing -- Geometry of Inverse Problems -- Algebraic/Infinite dimensional/Banach Information Manifolds -- Information Geometry Manifolds -- Algorithms on Manifolds
N2  - This book constitutes the refereed proceedings of the First International Conference on Geometric Science of Information, GSI 2013, held in Paris, France, in August 2013. The nearly 100 papers presented were carefully reviewed and selected from numerous submissions and are organized into the following thematic sessions: Geometric Statistics on Manifolds and Lie Groups, Deformations in Shape Spaces, Differential Geometry in Signal Processing, Relational Metric, Discrete Metric Spaces, Computational Information Geometry, Hessian Information Geometry I and II, Computational Aspects of Information Geometry in Statistics, Optimization on Matrix Manifolds, Optimal Transport Theory, Probability on Manifolds, Divergence Geometry and Ancillarity, Entropic Geometry, Tensor-Valued Mathematical Morphology, Machine/Manifold/Topology Learning, Geometry of Audio Processing, Geometry of Inverse Problems, Algebraic/Infinite dimensionnal/Banach Information Manifolds, Information Geometry Manifolds,and Algorithms on Manifolds
UR  - http://dx.doi.org/10.1007/978-3-642-40020-9
ER  -