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020 _a9783642400209
_9978-3-642-40020-9
024 7 _a10.1007/978-3-642-40020-9
_2doi
035 _ato000485209
040 _aSpringer
_cSpringer
_dRU-ToGU
050 4 _aTA1637-1638
050 4 _aTA1637-1638
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100 1 _aNielsen, Frank.
_eeditor.
_9417099
245 1 0 _aGeometric Science of Information
_h[electronic resource] :
_bFirst International Conference, GSI 2013, Paris, France, August 28-30, 2013. Proceedings /
_cedited by Frank Nielsen, Frédéric Barbaresco.
260 _aBerlin, Heidelberg :
_bSpringer Berlin Heidelberg :
_bImprint: Springer,
_c2013.
300 _aXX, 879 p. 157 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 ;
_v8085
505 0 _aGeometric 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.
520 _aThis 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.
650 0 _aComputer Science.
_9155490
650 0 _aComputer software.
_9303280
650 0 _aComputational complexity.
_9304814
650 0 _aArtificial intelligence.
_9274099
650 0 _aComputer graphics.
_9281357
650 0 _aComputer vision.
_9274100
650 0 _aOptical pattern recognition.
_9304126
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 _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/10.1007/978-3-642-40020-9
912 _aZDB-2-SCS
912 _aZDB-2-LNC
999 _c358213