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- Micaleah Newman, Michelle Girvan
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2004

We propose and study a set of algorithms for discovering community structure in networks-natural divisions of network nodes into densely connected subgroups. Our algorithms all share two definitiveâ€¦ (More)

- Michelle Girvan, Micaleah Newman
- Proceedings of the National Academy of Sciencesâ€¦
- 2002

A number of recent studies have focused on the statistical properties of networked systems such as social networks and the Worldwide Web. Researchers have concentrated particularly on a fewâ€¦ (More)

- Micaleah Newman
- Proceedings of the National Academy of Sciencesâ€¦
- 2006

Many networks of interest in the sciences, including social networks, computer networks, and metabolic and regulatory networks, are found to divide naturally into communities or modules. The problemâ€¦ (More)

- Aaron Clauset, Micaleah Newman, Cristopher Moore
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2004

The discovery and analysis of community structure in networks is a topic of considerable recent interest within the physics community, but most methods proposed so far are unsuitable for very largeâ€¦ (More)

- Micaleah Newman
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2006

We consider the problem of detecting communities or modules in networks, groups of vertices with a higher-than-average density of edges connecting them. Previous work indicates that a robust approachâ€¦ (More)

- Micaleah Newman
- Physical review letters
- 2002

A network is said to show assortative mixing if the nodes in the network that have many connections tend to be connected to other nodes with many connections. Here we measure mixing patterns in aâ€¦ (More)

- Micaleah Newman
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2003

We study assortative mixing in networks, the tendency for vertices in networks to be connected to other vertices that are like (or unlike) them in some way. We consider mixing according to discreteâ€¦ (More)

- Micaleah Newman
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2002

The study of social networks, and in particular the spread of disease on networks, has attracted considerable recent attention in the physics community. In this paper, we show that a large class ofâ€¦ (More)

- Micaleah Newman
- Physical review. E, Statistical, nonlinear, andâ€¦
- 2004

The connections in many networks are not merely binary entities, either present or not, but have associated weights that record their strengths relative to one another. Recent studies of networksâ€¦ (More)

- Aaron Clauset, Cristopher Moore, Micaleah Newman
- Nature
- 2008

Networks have in recent years emerged as an invaluable tool for describing and quantifying complex systems in many branches of science. Recent studies suggest that networks often exhibit hierarchicalâ€¦ (More)