| 000 | 02981nam a22005655i 4500 | ||
|---|---|---|---|
| 001 | vtls000542962 | ||
| 003 | RU-ToGU | ||
| 005 | 20210922082453.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 160915s2014 gw | s |||| 0|eng d | ||
| 020 |
_a9783319053172 _9978-3-319-05317-2 |
||
| 024 | 7 |
_a10.1007/978-3-319-05317-2 _2doi |
|
| 035 | _ato000542962 | ||
| 040 |
_aSpringer _cSpringer _dRU-ToGU |
||
| 050 | 4 | _aTK5102.9 | |
| 050 | 4 | _aTA1637-1638 | |
| 050 | 4 | _aTK7882.S65 | |
| 072 | 7 |
_aTTBM _2bicssc |
|
| 072 | 7 |
_aUYS _2bicssc |
|
| 072 | 7 |
_aTEC008000 _2bisacsh |
|
| 072 | 7 |
_aCOM073000 _2bisacsh |
|
| 082 | 0 | 4 |
_a621.382 _223 |
| 245 | 1 | 0 |
_aGeometric Theory of Information _helectronic resource _cedited by Frank Nielsen. |
| 260 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2014. |
||
| 300 |
_aXII, 392 p. 81 illus., 60 illus. in color. _bonline resource. |
||
| 336 |
_atext _btxt _2rdacontent |
||
| 337 |
_acomputer _bc _2rdamedia |
||
| 338 |
_aonline resource _bcr _2rdacarrier |
||
| 490 | 1 |
_aSignals and Communication Technology, _x1860-4862 |
|
| 505 | 0 | _aPreface -- Divergence Functions and Geometric Structures They Induce on a Manifold -- Geometry on Positive Definite Matrices Deformed by V-potentials and Its Submanifold Structure -- Hessian structures and divergence functions on deformed exponential families -- Harmonic maps relative to α-connections -- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences -- Computational algebraic methods in efficient estimation. | |
| 520 | _aThis book brings together geometric tools and their applications for Information analysis. It collects current and many uses of in the interdisciplinary fields of Information Geometry Manifolds in Advanced Signal, Image & Video Processing, Complex Data Modeling and Analysis, Information Ranking and Retrieval, Coding, Cognitive Systems, Optimal Control, Statistics on Manifolds, Machine Learning, Speech/sound recognition, and natural language treatment which are also substantially relevant for the industry. | ||
| 650 | 0 |
_aengineering. _9224332 |
|
| 650 | 0 |
_aRemote sensing. _9294356 |
|
| 650 | 0 |
_aData mining. _9306371 |
|
| 650 | 0 |
_aGlobal differential geometry. _9566343 |
|
| 650 | 1 | 4 |
_aEngineering. _9224332 |
| 650 | 2 | 4 |
_aSignal, Image and Speech Processing. _9274103 |
| 650 | 2 | 4 |
_aDifferential Geometry. _9566344 |
| 650 | 2 | 4 |
_aData Mining and Knowledge Discovery. _9306372 |
| 650 | 2 | 4 |
_aMathematical Applications in Computer Science. _9412135 |
| 650 | 2 | 4 |
_aRemote Sensing/Photogrammetry. _9294360 |
| 700 | 1 |
_aNielsen, Frank. _eeditor. _9417099 |
|
| 710 | 2 |
_aSpringerLink (Online service) _9143950 |
|
| 773 | 0 | _tSpringer eBooks | |
| 830 | 0 |
_aSignals and Communication Technology, _9303708 |
|
| 856 | 4 | 0 | _uhttp://dx.doi.org/10.1007/978-3-319-05317-2 |
| 912 | _aZDB-2-ENG | ||
| 999 | _c400468 | ||