Finding Statistically Significant Communities in Networks

Finding overlapping communities in networks by label propagation

(2010) Steve Gregory   NEW JOURNAL OF PHYSICS

Combinatorial approach to modularity

(2010) Filippo Radicchi et al.   PHYSICAL REVIEW E

Performance of modularity maximization in practical contexts

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

Statistical significance of communities in networks

(2010) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

Characterizing the Community Structure of Complex Networks

(2010) Andrea Lancichinetti et al.   PLoS One

Community Landscapes: An Integrative Approach to Determine Overlapping Network Module Hierarchy, Identify Key Nodes and Predict Network Dynamics

(2010) István A. Kovács et al.   PLoS One

Community Structure in Time-Dependent, Multiscale, and Multiplex Networks

(2010) P. J. Mucha et al.   SCIENCE

Detecting the overlapping and hierarchical community structure in complex networks

(2009) Andrea Lancichinetti et al.   NEW JOURNAL OF PHYSICS

Towards real-time community detection in large networks

(2009) Ian X. Y. Leung et al.   PHYSICAL REVIEW E

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

Benchmarks for testing community detection algorithms on directed and weighted graphs with overlapping communities

(2009) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

Community detection in graphs

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

Assessing the relevance of node features for network structure

(2009) Ginestra Bianconi et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Hierarchical structure and the prediction of missing links in networks

(2008) Aaron Clauset et al.   NATURE

Fuzzy communities and the concept of bridgeness in complex networks

(2008) Tamás Nepusz et al.   PHYSICAL REVIEW E

Benchmark graphs for testing community detection algorithms

(2008) Andrea Lancichinetti et al.   PHYSICAL REVIEW E

Maps of random walks on complex networks reveal community structure

(2008) M. Rosvall et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA