| 000 | 04604nam a22006615i 4500 | ||
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| 001 | 978-3-319-25040-3 | ||
| 003 | DE-He213 | ||
| 005 | 20210120143322.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 151024s2015 gw | s |||| 0|eng d | ||
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_a9783319250403 _9978-3-319-25040-3 |
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| 024 | 7 |
_a10.1007/978-3-319-25040-3 _2doi |
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_a006.6 _223 |
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_aGeometric Science of Information _h[electronic resource] : _bSecond International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings / _cedited by Frank Nielsen, Frederic Barbaresco. |
| 250 | _a1st ed. 2015. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015. |
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| 300 |
_aXXII, 790 p. 97 illus. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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_atext file _bPDF _2rda |
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_aImage Processing, Computer Vision, Pattern Recognition, and Graphics ; _v9389 _aLecture Notes in Computer Science _v9389 |
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| 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 | _aOptical data processing. | |
| 650 | 0 | _aArtificial intelligence. | |
| 650 | 0 | _aComputer graphics. | |
| 650 | 0 | _aPattern recognition. | |
| 650 | 0 | _aComputer science—Mathematics. | |
| 650 | 0 | _aAlgorithms. | |
| 650 | 1 | 4 |
_aImage Processing and Computer Vision. _0https://scigraph.springernature.com/ontologies/product-market-codes/I22021 |
| 650 | 2 | 4 |
_aArtificial Intelligence. _0https://scigraph.springernature.com/ontologies/product-market-codes/I21000 |
| 650 | 2 | 4 |
_aComputer Graphics. _0https://scigraph.springernature.com/ontologies/product-market-codes/I22013 |
| 650 | 2 | 4 |
_aPattern Recognition. _0https://scigraph.springernature.com/ontologies/product-market-codes/I2203X |
| 650 | 2 | 4 |
_aDiscrete Mathematics in Computer Science. _0https://scigraph.springernature.com/ontologies/product-market-codes/I17028 |
| 650 | 2 | 4 |
_aAlgorithm Analysis and Problem Complexity. _0https://scigraph.springernature.com/ontologies/product-market-codes/I16021 |
| 700 | 1 |
_aNielsen, Frank. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
|
| 700 | 1 |
_aBarbaresco, Frederic. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt |
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| 710 | 2 | _aSpringerLink (Online service) | |
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319250397 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783319250410 |
| 830 | 0 |
_aImage Processing, Computer Vision, Pattern Recognition, and Graphics ; _v9389 |
|
| 830 | 0 |
_aLecture Notes in Computer Science ; _v9389 |
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| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-319-25040-3 |
| 912 | _aZDB-2-SCS | ||
| 912 | _aZDB-2-SXCS | ||
| 912 | _aZDB-2-LNC | ||
| 942 | _cEBK | ||
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_c57396 _d57396 |
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