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INFORMATICALT
2011
170views more  INFORMATICALT 2011»
14 years 4 months ago
Community Detection Through Optimal Density Contrast of Adjacency Matrix
Detecting communities in real world networks is an important problem for data analysis in science and engineering. By clustering nodes intelligently, a recursive algorithm is desig...
Tianzhu Liang, Kwok Yip Szeto
ICMCS
2007
IEEE
125views Multimedia» more  ICMCS 2007»
15 years 3 months ago
A Framework for Provisioning Overlay Network Based Multimedia Distribution Services
In this paper, we present a graph-theoretic framework for provisioning overlay network based multimedia distribution services to a diverse set of receivers. Considering resource l...
Dewan Tanvir Ahmed, Shervin Shirmohammadi
80
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ICASSP
2010
IEEE
14 years 8 months ago
A symmetric adaptive algorithm for speeding-up consensus
Performing distributed consensus in a network has been an important research problem for several years, and is directly applicable to sensor networks, autonomous vehicle formation...
Daniel Thai, Elizabeth Bodine-Baron, Babak Hassibi
SDM
2012
SIAM
252views Data Mining» more  SDM 2012»
12 years 12 months ago
Learning from Heterogeneous Sources via Gradient Boosting Consensus
Multiple data sources containing different types of features may be available for a given task. For instance, users’ profiles can be used to build recommendation systems. In a...
Xiaoxiao Shi, Jean-François Paiement, David...
INFOCOM
2009
IEEE
15 years 4 months ago
Graceful Network Operations
—A significant fraction of network events (such as topology or route changes) and the resulting performance degradation stem from premeditated network management and operational...
Saqib Raza, Yuanchen Zhu, Chen-Nee Chuah