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Signals and Communication Technology

Geometric Theory of Information

Editors: Nielsen, Frank (Ed.)

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  • Brings together geometric tools and their applications for Information analysis
  • Collects the most important contributions to the conference GSI’2013 - Geometric Science of Information
  • Presents many current uses of in the interdisciplinary fields of Information Geometry Manifolds
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  • ISBN 978-3-319-05317-2
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Hardcover 155,99 €
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  • ISBN 978-3-319-05316-5
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Softcover 136,06 €
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About this book

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.

Table of contents (13 chapters)

Table of contents (13 chapters)
  • Divergence Functions and Geometric Structures They Induce on a Manifold

    Pages 1-30

    Zhang, Jun

  • Geometry on Positive Definite Matrices Deformed by V-Potentials and Its Submanifold Structure

    Pages 31-55

    Ohara, Atsumi (et al.)

  • Hessian Structures and Divergence Functions on Deformed Exponential Families

    Pages 57-80

    Matsuzoe, Hiroshi (et al.)

  • Harmonic Maps Relative to $$\alpha $$-Connections

    Pages 81-96

    Uohashi, Keiko

  • A Riemannian Geometry in the $$q$$-Exponential Banach Manifold Induced by $$q$$-Divergences

    Pages 97-117

    Quiceno, Héctor R. (et al.)

Buy this book

eBook 106,99 €
price for Spain (gross)
  • ISBN 978-3-319-05317-2
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 155,99 €
price for Spain (gross)
  • ISBN 978-3-319-05316-5
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 136,06 €
price for Spain (gross)
  • ISBN 978-3-319-35181-0
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually ready to be dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Geometric Theory of Information
Editors
  • Frank Nielsen
Series Title
Signals and Communication Technology
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-05317-2
DOI
10.1007/978-3-319-05317-2
Hardcover ISBN
978-3-319-05316-5
Softcover ISBN
978-3-319-35181-0
Series ISSN
1860-4862
Edition Number
1
Number of Pages
XII, 392
Number of Illustrations
21 b/w illustrations, 60 illustrations in colour
Topics

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