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Matrix Information Geometry on Hardback
Matrix Information Geometry on Hardback
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Matrix Information Geometry

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Hardback
$453.00
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Description

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.

Author Biography:

Frank Nielsen is Senior Researcher at Sony Computer Science Laboratories Inc, Tokyo, Japan. He is conducting research on information sciences for data analytics based on the framework of computational information geometry with applications in visual computing. He has authored more than hundred research papers and two books including "Visual Computing: Geometry, Graphics, and Vision". Rajendra Bhatia is Professor of Mathematics at the Indian Statistical Institute in New Delhi, India. He is the author of five books including "Matrix Analysis" and "Positive Definite Matrices"..
Release date NZ
August 4th, 2012
Audience
  • Professional & Vocational
Contributors
  • Edited by Frank Nielsen
  • Edited by Rajendra Bhatia
Illustrations
XII, 456 p.
Pages
456
Dimensions
156x234x25
ISBN-13
9783642302312
Product ID
19865817

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