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CORR
2010
Springer
89views Education» more  CORR 2010»
13 years 4 months ago
Distributed Control of the Laplacian Spectral Moments of a Network
It is well-known that the eigenvalue spectrum of the Laplacian matrix of a network contains valuable information about the network structure and the behavior of many dynamical proc...
Victor M. Preciado, Michael M. Zavlanos, Ali Jadba...
CDC
2009
IEEE
104views Control Systems» more  CDC 2009»
13 years 9 months ago
Moment-based analysis of synchronization in small-world networks of oscillators
— In this paper, we investigate synchronization in a small-world network of coupled nonlinear oscillators. This network is constructed by introducing random shortcuts in a neares...
Victor M. Preciado, Ali Jadbabaie
CDC
2009
IEEE
130views Control Systems» more  CDC 2009»
13 years 9 months ago
Spectral analysis of virus spreading in random geometric networks
— In this paper, we study the dynamics of a viral spreading process in random geometric graphs (RGG). The spreading of the viral process we consider in this paper is closely rela...
Victor M. Preciado, Ali Jadbabaie
CORR
2010
Springer
130views Education» more  CORR 2010»
13 years 3 months ago
Spectral methods for the detection of network community structure: a comparative analysis
Spectral analysis has been successfully applied to the detection of community structure of networks, respectively being based on the adjacency matrix, the standard Laplacian matrix...
Hua-Wei Shen, Xue-Qi Cheng
BMCBI
2005
120views more  BMCBI 2005»
13 years 4 months ago
SpectralNET - an application for spectral graph analysis and visualization
Background: Graph theory provides a computational framework for modeling a variety of datasets including those emerging from genomics, proteomics, and chemical genetics. Networks ...
Joshua J. Forman, Paul A. Clemons, Stuart L. Schre...