Geometric Science of Information Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /

This 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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Nielsen, Frank (Επιμελητής έκδοσης), Barbaresco, Frédéric (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2015.
Σειρά:Lecture Notes in Computer Science, 9389
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
LEADER 03843nam a22006255i 4500
001 978-3-319-25040-3
003 DE-He213
005 20160402223935.0
007 cr nn 008mamaa
008 151024s2015 gw | s |||| 0|eng d
020 |a 9783319250403  |9 978-3-319-25040-3 
024 7 |a 10.1007/978-3-319-25040-3  |2 doi 
040 |d GrThAP 
050 4 |a TA1637-1638 
050 4 |a TA1634 
072 7 |a UYT  |2 bicssc 
072 7 |a UYQV  |2 bicssc 
072 7 |a COM012000  |2 bisacsh 
072 7 |a COM016000  |2 bisacsh 
082 0 4 |a 006.6  |2 23 
082 0 4 |a 006.37  |2 23 
245 1 0 |a Geometric Science of Information  |h [electronic resource] :  |b Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings /  |c edited by Frank Nielsen, Frédéric Barbaresco. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2015. 
300 |a XXII, 790 p. 97 illus.  |b online resource. 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
347 |a text file  |b PDF  |2 rda 
490 1 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 9389 
505 0 |a 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 -- Bayesian and information geometry for inverse problems. 
520 |a This 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 |a Computer science. 
650 0 |a Algorithms. 
650 0 |a Computer science  |x Mathematics. 
650 0 |a Artificial intelligence. 
650 0 |a Computer graphics. 
650 0 |a Image processing. 
650 0 |a Pattern recognition. 
650 1 4 |a Computer Science. 
650 2 4 |a Image Processing and Computer Vision. 
650 2 4 |a Artificial Intelligence (incl. Robotics). 
650 2 4 |a Computer Graphics. 
650 2 4 |a Pattern Recognition. 
650 2 4 |a Discrete Mathematics in Computer Science. 
650 2 4 |a Algorithm Analysis and Problem Complexity. 
700 1 |a Nielsen, Frank.  |e editor. 
700 1 |a Barbaresco, Frédéric.  |e editor. 
710 2 |a SpringerLink (Online service) 
773 0 |t Springer eBooks 
776 0 8 |i Printed edition:  |z 9783319250397 
830 0 |a Lecture Notes in Computer Science,  |x 0302-9743 ;  |v 9389 
856 4 0 |u http://dx.doi.org/10.1007/978-3-319-25040-3  |z Full Text via HEAL-Link 
912 |a ZDB-2-SCS 
912 |a ZDB-2-LNC 
950 |a Computer Science (Springer-11645)