TY  - BOOK
AU  - Nielsen,Frank
AU  - Barbaresco,Frédéric
ED  - SpringerLink (Online service)
TI  - Geometric Science of Information: Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings 
T2  - Lecture Notes in Computer Science,
SN  - 9783319250403
AV  - TA1637-1638 
U1  - 006.6 23
PY  - 2015///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Computer Science
KW  - Algorithms
KW  - Computer science
KW  - Mathematics
KW  - Artificial intelligence
KW  - Computer graphics
KW  - Image Processing
KW  - Pattern Recognition
KW  - Image Processing and Computer Vision
KW  - Artificial Intelligence (incl. Robotics)
KW  - Computer Graphics
KW  - Discrete Mathematics in Computer Science
KW  - Algorithm Analysis and Problem Complexity
N1  - Dimension reduction on Riemannian manifolds -- Optimal transport -- Optimal transport and applications in imagery/statistics -- Shape space and diffeomorphic mappings -- Random geometry/homology -- Hessian information geometry -- Topological forms and Information -- Information geometry optimization -- Information geometry in image analysis -- Divergence geometry -- Optimization on manifold -- Lie groups and geometric mechanics/thermodynamics -- Computational information geometry -- Lie groups: novel statistical and computational frontiers -- Geometry of time series and linear dynamical systems -- Bayesian and information geometry for inverse problems
N2  - This book constitutes the refereed proceedings of the Second International Conference on Geometric Science of Information, GSI 2015, held in Palaiseau, France, in October 2015. The 80 full papers presented were carefully reviewed and selected from 110 submissions and are organized into the following thematic sessions: Dimension reduction on Riemannian manifolds; optimal transport; optimal transport and applications in imagery/statistics; shape space and diffeomorphic mappings; random geometry/homology; Hessian information geometry; topological forms and Information; information geometry optimization; information geometry in image analysis; divergence geometry; optimization on manifold; Lie groups and geometric mechanics/thermodynamics; computational information geometry; Lie groups: novel statistical and computational frontiers; geometry of time series and linear dynamical systems; and Bayesian and information geometry for inverse problems
UR  - http://dx.doi.org/10.1007/978-3-319-25040-3
ER  -