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000746195 019__ $$a932002738
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000746195 1112_ $$aGSI (Conference)$$n(2nd :$$d2015 :$$cPalaiseau, France)
000746195 24510 $$aGeometric science of information$$h[electronic resource] :$$bsecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /$$cedited by Frank Nielsen, Frédéric Barbaresco.
000746195 2463_ $$aGSI 2015
000746195 264_1 $$aCham :$$bSpringer,$$c2015.
000746195 300__ $$a1 online resource (xxii, 790 pages) :$$billustrations.
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000746195 4901_ $$aLecture Notes in Computer Science,$$x0302-9743 ;$$v9389
000746195 4901_ $$aLNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
000746195 5050_ $$aDimension 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.
000746195 506__ $$aAccess limited to authorized users.
000746195 520__ $$aThis 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.
000746195 650_0 $$aGeometry$$vCongresses.
000746195 650_0 $$aInformation science$$vCongresses.
000746195 650_0 $$aComputer science.
000746195 650_0 $$aAlgorithms.
000746195 650_0 $$aComputer science$$xMathematics.
000746195 650_0 $$aArtificial intelligence.
000746195 650_0 $$aComputer graphics.
000746195 650_0 $$aImage processing.
000746195 650_0 $$aPattern perception.
000746195 7001_ $$aNielsen, Frank.$$eeditor.
000746195 7001_ $$aBarbaresco, Frédéric.$$eeditor.
000746195 77608 $$iPrint version:$$z9783319250397
000746195 830_0 $$aLecture notes in computer science ;$$v9389.
000746195 830_0 $$aLNCS sublibrary.$$nSL 6,$$pImage processing, computer vision, pattern recognition, and graphics.
000746195 85280 $$bebk$$hSpringerLink
000746195 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-25040-3$$zOnline Access$$91397441.1
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