301 search results - page 1 / 61 » Kronecker Graphs: An Approach to Modeling Networks |
JMLR
2010
13 years 3 months ago
2010
How can we generate realistic networks? In addition, how can we do so with a mathematically tractable model that allows for rigorous analysis of network properties? Real networks ...
ICML
2007
IEEE
14 years 5 months ago
2007
IEEE
Given a large, real graph, how can we generate a synthetic graph that matches its properties, i.e., it has similar degree distribution, similar (small) diameter, similar spectrum,...
WAW
2007
Springer
13 years 11 months ago
2007
Springer
A random graph model based on Kronecker products of probability matrices has been recently proposed as a generative model for large-scale real-world networks such as the web. This...
CIKM
2009
Springer
13 years 11 months ago
2009
Springer
Emergence of the web and online computing applications gave rise to rich large scale social activity data. One of the principal challenges then is to build models and understandin...
SDM
2011
SIAM
12 years 7 months ago
2011
SIAM
While the social and information networks have become ubiquitous, the challenge of collecting complete network data still persists. Many times the collected network data is incomp...