Matrix Information Geometry

Matrix Information Geometry
Author: Frank Nielsen
Publisher: Springer Science & Business Media
Total Pages: 454
Release: 2012-08-07
Genre: Technology & Engineering
ISBN: 3642302327


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This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approaches are discusses in the context of potential applications in sensor and cognitive systems engineering. The topics and application include Information Geometry, Differential Geometry of structured Matrix, Positive Definite Matrix, Covariance Matrix, Sensors (Electromagnetic Fields, Acoustic sensors) and Applications in Cognitive systems, in particular Data Mining.


Matrix Information Geometry
Language: en
Pages: 454
Authors: Frank Nielsen
Categories: Technology & Engineering
Type: BOOK - Published: 2012-08-07 - Publisher: Springer Science & Business Media

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This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approac
Matrix Information Geometry
Language: en
Pages: 0
Authors: Frank Nielsen
Categories: Technology & Engineering
Type: BOOK - Published: 2012-08-04 - Publisher: Springer

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This book presents advances in matrix and tensor data processing in the domain of signal, image and information processing. The theoretical mathematical approac
Information Geometry
Language: en
Pages: 355
Authors: Geert Verdoolaege
Categories: Juvenile Nonfiction
Type: BOOK - Published: 2019-04-04 - Publisher: MDPI

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This Special Issue of the journal Entropy, titled “Information Geometry I”, contains a collection of 17 papers concerning the foundations and applications o
Information Geometry and Its Applications
Language: en
Pages: 378
Authors: Shun-ichi Amari
Categories: Mathematics
Type: BOOK - Published: 2016-02-02 - Publisher: Springer

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This is the first comprehensive book on information geometry, written by the founder of the field. It begins with an elementary introduction to dualistic geomet
Methods of Information Geometry
Language: en
Pages: 220
Authors: Shun-ichi Amari
Categories: Computers
Type: BOOK - Published: 2000 - Publisher: American Mathematical Soc.

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Information geometry provides the mathematical sciences with a fresh framework of analysis. This book presents a comprehensive introduction to the mathematical