The Resource Geometric theory of information, Frank Nielsen, editor

Geometric theory of information, Frank Nielsen, editor

Label
Geometric theory of information
Title
Geometric theory of information
Statement of responsibility
Frank Nielsen, editor
Contributor
Editor
Subject
Genre
Language
eng
Summary
This 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
Member of
Cataloging source
N$T
Dewey number
516
Index
index present
LC call number
QA440
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
Nielsen, Frank
Series statement
Signals and communcation technology
http://library.link/vocab/subjectName
  • Geometry
  • Information science
  • MATHEMATICS
  • Ingénierie
  • Geometry
  • Information science
  • Engineering
  • Signal, Image and Speech Processing
  • Differential Geometry
  • Data Mining and Knowledge Discovery
  • Mathematical Applications in Computer Science
  • Remote Sensing/Photogrammetry
Label
Geometric theory of information, Frank Nielsen, editor
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-05317-2
Instantiates
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preface -- 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 b-connections -- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences -- Computational algebraic methods in efficient estimation
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319053172
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-05317-2
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)879858222
  • (OCoLC)ocn879858222
Label
Geometric theory of information, Frank Nielsen, editor
Link
https://ezproxy.lib.ou.edu/login?url=http://link.springer.com/10.1007/978-3-319-05317-2
Publication
Copyright
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Preface -- 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 b-connections -- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences -- Computational algebraic methods in efficient estimation
Dimensions
unknown
Extent
1 online resource.
File format
unknown
Form of item
online
Isbn
9783319053172
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Note
SpringerLink
Other control number
10.1007/978-3-319-05317-2
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
  • (OCoLC)879858222
  • (OCoLC)ocn879858222

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