Matrix Information Geometry

Rajendra Bhatia

ISBN 10: 3642302319 / ISBN 13: 9783642302312

Verlag: Springer Berlin Heidelberg, Springer Berlin Heidelberg Aug 2012, 2012

Beschreibung

This item is printed on demand - Print on Demand Titel. Neuware -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.Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg 468 pp. Englisch.

Bestandsnummer des Verkäufers 9783642302312

Bibliografische Details

• Titel: Matrix Information Geometry
• Verlag: Springer Berlin Heidelberg, Springer Berlin Heidelberg Aug 2012
• Erscheinungsjahr: 2012
• Sprache: Englisch
• ISBN-10: 3642302319
• ISBN-13: 9783642302312
• Einband: Buch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.

Über die Autorin bzw. den Autor

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"..