The Resource Geometric Science of Information : Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frederic Barbaresco, (electronic resource)

Geometric Science of Information : Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frederic Barbaresco, (electronic resource)

Label
Geometric Science of Information : Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings
Title
Geometric Science of Information
Title remainder
Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings
Statement of responsibility
edited by Frank Nielsen, Frederic Barbaresco
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
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
Member of
Dewey number
  • 006.6
  • 006.37
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • J0_9OuAIfdo
  • vx22zS3WT2U
Image bit depth
0
Language note
English
LC call number
  • TA1637-1638
  • TA1634
Literary form
non fiction
http://library.link/vocab/relatedWorkOrContributorName
  • Nielsen, Frank.
  • Barbaresco, Frederic.
Series statement
Image Processing, Computer Vision, Pattern Recognition, and Graphics
Series volume
9389
http://library.link/vocab/subjectName
  • Computer vision
  • Artificial intelligence
  • Computer graphics
  • Optical pattern recognition
  • Computational complexity
  • Computer software
  • Image Processing and Computer Vision
  • Artificial Intelligence
  • Computer Graphics
  • Pattern Recognition
  • Discrete Mathematics in Computer Science
  • Algorithm Analysis and Problem Complexity
Label
Geometric Science of Information : Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frederic Barbaresco, (electronic resource)
Instantiates
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (XXII, 790 p. 97 illus.)
File format
multiple file formats
Form of item
online
Isbn
9783319250403
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-319-25040-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4340000000001154
  • (SSID)ssj0001585146
  • (PQKBManifestationID)16264716
  • (PQKBTitleCode)TC0001585146
  • (PQKBWorkID)14864945
  • (PQKB)10736016
  • (DE-He213)978-3-319-25040-3
  • (EXLCZ)994340000000001154
Label
Geometric Science of Information : Second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frederic Barbaresco, (electronic resource)
Publication
Note
Bibliographic Level Mode of Issuance: Monograph
Antecedent source
mixed
Carrier category
online resource
Carrier category code
  • cr
Color
not applicable
Content category
text
Content type code
  • txt
Contents
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
Dimensions
unknown
Edition
1st ed. 2015.
Extent
1 online resource (XXII, 790 p. 97 illus.)
File format
multiple file formats
Form of item
online
Isbn
9783319250403
Level of compression
uncompressed
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-319-25040-3
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (CKB)4340000000001154
  • (SSID)ssj0001585146
  • (PQKBManifestationID)16264716
  • (PQKBTitleCode)TC0001585146
  • (PQKBWorkID)14864945
  • (PQKB)10736016
  • (DE-He213)978-3-319-25040-3
  • (EXLCZ)994340000000001154

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