The Resource Geometric Theory of Information, edited by Frank Nielsen, (electronic resource)

Geometric Theory of Information, edited by Frank Nielsen, (electronic resource)

Label
Geometric Theory of Information
Title
Geometric Theory of Information
Statement of responsibility
edited by Frank Nielsen
Contributor
Editor
Editor
Subject
Language
  • eng
  • 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
Dewey number
516.36
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
_2B1xjmQraE
Language note
English
LC call number
  • TK5102.9
  • TA1637-1638
  • TK7882.S65
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Nielsen, Frank.
Series statement
Signals and Communication Technology,
http://library.link/vocab/subjectName
  • Global differential geometry
  • Data mining
  • 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, edited by Frank Nielsen, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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 α-connections -- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences -- Computational algebraic methods in efficient estimation
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (397 p.)
Form of item
online
Isbn
9783319053172
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-319-05317-2
Specific material designation
remote
System control number
  • (CKB)3710000000111962
  • (EBL)1731042
  • (OCoLC)884589949
  • (SSID)ssj0001239444
  • (PQKBManifestationID)11801245
  • (PQKBTitleCode)TC0001239444
  • (PQKBWorkID)11198944
  • (PQKB)11445961
  • (MiAaPQ)EBC1731042
  • (DE-He213)978-3-319-05317-2
  • (EXLCZ)993710000000111962
Label
Geometric Theory of Information, edited by Frank Nielsen, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references at the end of each chapters and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
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 α-connections -- A Riemannian geometry in the q-exponential Banach manifold induced by q-divergences -- Computational algebraic methods in efficient estimation
Dimensions
unknown
Edition
1st ed. 2014.
Extent
1 online resource (397 p.)
Form of item
online
Isbn
9783319053172
Media category
computer
Media type code
  • c
Other control number
10.1007/978-3-319-05317-2
Specific material designation
remote
System control number
  • (CKB)3710000000111962
  • (EBL)1731042
  • (OCoLC)884589949
  • (SSID)ssj0001239444
  • (PQKBManifestationID)11801245
  • (PQKBTitleCode)TC0001239444
  • (PQKBWorkID)11198944
  • (PQKB)11445961
  • (MiAaPQ)EBC1731042
  • (DE-He213)978-3-319-05317-2
  • (EXLCZ)993710000000111962

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