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020 _a9783319250403
_9978-3-319-25040-3
024 7 _a10.1007/978-3-319-25040-3
_2doi
035 _ato000560914
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aTA1637-1638
050 4 _aTA1634
072 7 _aUYT
_2bicssc
072 7 _aUYQV
_2bicssc
072 7 _aCOM012000
_2bisacsh
072 7 _aCOM016000
_2bisacsh
082 0 4 _a006.6
_223
082 0 4 _a006.37
_223
245 1 0 _aGeometric Science of Information
_helectronic resource
_bSecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /
_cedited by Frank Nielsen, Frédéric Barbaresco.
260 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2015.
300 _aXXII, 790 p. 97 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
490 1 _aLecture Notes in Computer Science,
_x0302-9743 ;
_v9389
505 0 _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.
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.
650 0 _aComputer Science.
_9155490
650 0 _aAlgorithms.
_9304813
650 0 _aComputer science
_xMathematics.
_9304486
650 0 _aArtificial intelligence.
_9274099
650 0 _aComputer graphics.
_9281357
650 0 _aImage Processing.
_9304128
650 0 _aPattern Recognition.
_9304129
650 1 4 _aComputer Science.
_9155490
650 2 4 _aImage Processing and Computer Vision.
_9303601
650 2 4 _aArtificial Intelligence (incl. Robotics).
_9274102
650 2 4 _aComputer Graphics.
_9281357
650 2 4 _aPattern Recognition.
_9304129
650 2 4 _aDiscrete Mathematics in Computer Science.
_9304816
650 2 4 _aAlgorithm Analysis and Problem Complexity.
_9303732
700 1 _aNielsen, Frank.
_eeditor.
_9417099
700 1 _aBarbaresco, Frédéric.
_eeditor.
_9417100
710 2 _aSpringerLink (Online service)
_9143950
773 0 _tSpringer eBooks
830 0 _aLecture Notes in Computer Science,
_9279505
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-25040-3
912 _aZDB-2-SCS
912 _aZDB-2-LNC
999 _c415294