Description
Matrix Information Geometry, 2013
Coordinators: Nielsen Frank, Bhatia Rajendra
Language: English
Subjects for Matrix Information Geometry:
Publication date: 09-2014
456 p. · 15.5x23.5 cm · Paperback
Publication date: 08-2012
456 p. · 15.5x23.5 cm · Hardback
Description
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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.
Book dedication.- Preface.- Part I: State-of-the-art surveys & original matrix theory work.- Part II: Advanced matrix theory for radar processing.- Part III: Matrix-based signal processing applications.- Index of terms
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"..
Presents advances in matrix and tensor data processing in the domain of signal, image and information processing
Written by experts in the areas of theoretical mathematics or engineering sciences
Discusses potential applications in sensor and cognitive systems engineering
Includes supplementary material: sn.pub/extras
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