Compressive Network Analysis

Modern data acquisition routinely produces massive amounts of network data. Though many methods and models have been proposed to analyze such data, the research of network data is largely disconnected with the classical theory of statistical learning and signal processing. In this paper, we present...

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Bibliographic Details
Published in:	IEEE transactions on automatic control Vol. 59; no. 11; pp. 2946 - 2961
Main Authors:	Xiaoye Jiang, Yuan Yao, Han Liu, Guibas, Leonidas
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.11.2014 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algebra Algorithms Atmospheric modeling Automatic control Communities Compressed sensing Computer networks Data models Dictionaries Disengaging Joints Network analysis Networks Noise Vectors Clique detection network data analysis restricted isometry property Radon basis pursuit compressive sensing
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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