Efficient and principled method for detecting communities in networks

Overlapping community detection using Bayesian non-negative matrix factorization

(2011) Ioannis Psorakis et al.   PHYSICAL REVIEW E

Stochastic blockmodels and community structure in networks

(2011) Brian Karrer et al.   PHYSICAL REVIEW E

Community discovery using nonnegative matrix factorization

(2010) Fei Wang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Link communities reveal multiscale complexity in networks

(2010) Yong-Yeol Ahn et al.   NATURE

Performance of modularity maximization in practical contexts

(2010) Benjamin H. Good et al.   PHYSICAL REVIEW E

Spatial networks

(2010) Marc Barthélemy   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Modularity optimization in community detection of complex networks

(2009) X. S. Zhang et al.   EPL

Detecting overlapping community structure of networks based on vertex–vertex correlations

(2009) Mina Zarei et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Line graphs, link partitions, and overlapping communities

(2009) T. S. Evans et al.   PHYSICAL REVIEW E

Community detection algorithms: A comparative analysis

(2009) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

Community detection in graphs

(2009) Santo Fortunato   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

A nonparametric view of network models and Newman–Girvan and other modularities

(2009) Peter J. Bickel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

On the equivalence between Non-negative Matrix Factorization and Probabilistic Latent Semantic Indexing

(2008) Chris Ding et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Evaluating local community methods in networks

(2008) James P Bagrow   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Hierarchical structure and the prediction of missing links in networks

(2008) Aaron Clauset et al.   NATURE

Benchmark graphs for testing community detection algorithms

(2008) Andrea Lancichinetti et al.   PHYSICAL REVIEW E