Community detection as an inference problem

Finding and evaluating community structure in networks

2004 • 13,265 citations

Low-density parity-check codes

1962 • 10,431 citations

Information theory, inference, and learning algorithms

2004 • 6,948 citations

Fast algorithm for detecting community structure in networks

2004 • 5,297 citations

Information Theory, Inference, and Learning Algorithms

2004 • 4,822 citations

An Information Flow Model for Conflict and Fission in Small Groups

1977 • 4,477 citations

Low-Density Parity-Check Codes

1963 • 4,258 citations

Detecting community structure in networks

2004 • 1,989 citations

Statistical mechanics of community detection

2006 • 1,939 citations

On the random-cluster model

1972 • 1,697 citations

Self-similar community structure in a network of human interactions

2003 • 1,400 citations

Modularity from fluctuations in random graphs and complex networks

2004 • 849 citations

On Ising's model of ferromagnetism

1936 • 831 citations

Detecting Fuzzy Community Structures in Complex Networks with a Potts Model

2004 • 592 citations

Superparamagnetic Clustering of Data

1996 • 541 citations

Subnetwork hierarchies of biochemical pathways

2003 • 366 citations

Spin-glass models as error-correcting codes

1989 • 339 citations

USING THE POTTS GLASS FOR SOLVING THE CLUSTERING PROBLEM

1995 • 15 citations