The Resource Geometric science of information : second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frédéric Barbaresco

Geometric science of information : second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frédéric Barbaresco

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, Frédéric Barbaresco
Title variation
GSI 2015
Creator
Contributor
Editor
Subject
Genre
Language
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
Cataloging source
NUI
Dewey number
  • 006.6
  • 006.37
Illustrations
illustrations
Image bit depth
0
Index
no index present
LC call number
  • QA440
  • TA1637-1638
  • TA1634
Literary form
non fiction
http://bibfra.me/vocab/lite/meetingDate
2015
http://bibfra.me/vocab/lite/meetingName
GSI (Conference)
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Nielsen, Frank
  • Barbaresco, Frédéric
Series statement
  • Lecture Notes in Computer Science,
  • LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics
Series volume
9389
http://library.link/vocab/subjectName
  • Geometry
  • Information science
  • Computer science
  • Algorithms
  • Computer science
  • Artificial intelligence
  • Computer graphics
  • Image processing
  • Pattern perception
  • Algorithms
  • Artificial intelligence
  • Computer graphics
  • Computer science
  • Computer science
  • Geometry
  • Image processing
  • Information science
  • Pattern perception
  • Computer Science
  • Image Processing and Computer Vision
  • Artificial Intelligence (incl. Robotics)
  • Computer Graphics
  • Pattern Recognition
  • Discrete Mathematics in Computer Science
  • Algorithm Analysis and Problem Complexity
  • Computers
  • Computers
  • Computers
  • Computers
  • Computers
  • Artificial intelligence
  • Graphics programming
  • Pattern recognition
  • Discrete mathematics
  • Algorithms & data structures
  • Image processing
Label
Geometric science of information : second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frédéric Barbaresco
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-25040-3
Instantiates
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Extent
1 online resource (xxii, 790 pages)
File format
multiple file formats
Form of item
online
Isbn
9783319250403
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-25040-3
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)932169684
  • (OCoLC)ocn932169684
Label
Geometric science of information : second International Conference, GSI 2015, Palaiseau, France, October 28-30, 2015, Proceedings, edited by Frank Nielsen, Frédéric Barbaresco
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-25040-3
Publication
Antecedent source
mixed
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
not applicable
Content category
text
Content type code
txt
Content type MARC source
rdacontent
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
Extent
1 online resource (xxii, 790 pages)
File format
multiple file formats
Form of item
online
Isbn
9783319250403
Level of compression
uncompressed
Media category
computer
Media MARC source
rdamedia
Media type code
c
Note
SpringerLink
Other control number
10.1007/978-3-319-25040-3
Other physical details
illustrations.
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
System control number
  • (OCoLC)932169684
  • (OCoLC)ocn932169684

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