000 02919nam a22005895i 4500
001 978-3-319-05317-2
003 DE-He213
005 20200421112229.0
007 cr nn 008mamaa
008 140508s2014 gw | s |||| 0|eng d
020 _a9783319053172
_9978-3-319-05317-2
024 7 _a10.1007/978-3-319-05317-2
_2doi
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
_h[electronic resource] /
_cedited by Frank Nielsen.
264 1 _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
347 _atext file
_bPDF
_2rda
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 (Sa(B-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.
650 0 _aData mining.
650 0 _aRemote sensing.
650 0 _aComputer science
_xMathematics.
650 0 _aComputer mathematics.
650 0 _aDifferential geometry.
650 1 4 _aEngineering.
650 2 4 _aSignal, Image and Speech Processing.
650 2 4 _aDifferential Geometry.
650 2 4 _aData Mining and Knowledge Discovery.
650 2 4 _aMathematical Applications in Computer Science.
650 2 4 _aRemote Sensing/Photogrammetry.
700 1 _aNielsen, Frank.
_eeditor.
710 2 _aSpringerLink (Online service)
773 0 _tSpringer eBooks
776 0 8 _iPrinted edition:
_z9783319053165
830 0 _aSignals and Communication Technology,
_x1860-4862
856 4 0 _uhttp://dx.doi.org/10.1007/978-3-319-05317-2
912 _aZDB-2-ENG
942 _cEBK
999 _c57880
_d57880