Model Selection and Hypothesis Testing for Large-Scale Network Models with Overlapping Groups

Model selection for degree-corrected block models

(2014) Xiaoran Yan et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Efficient Monte Carlo and greedy heuristic for the inference of stochastic block models

(2014) Tiago P. Peixoto   PHYSICAL REVIEW E

Efficiently inferring community structure in bipartite networks

(2014) Daniel B. Larremore et al.   PHYSICAL REVIEW E

Metapopulation epidemic models with heterogeneous mixing and travel behaviour

(2014) Andrea Apolloni et al.   Theoretical Biology and Medical Modelling

Model selection in overlapping stochastic block models

(2014) Pierre Latouche et al.   Electronic Journal of Statistics

Memory in network flows and its effects on spreading dynamics and community detection

(2014) Martin Rosvall et al.   Nature Communications

Discovering social circles in ego networks

(2014) Julian Mcauley et al.   ACM Transactions on Knowledge Discovery from Data

Hierarchical Block Structures and High-Resolution Model Selection in Large Networks

(2014) Tiago P. Peixoto   Physical Review X

Community detection and graph partitioning

(2013) M. E. J. Newman   EPL

Spectral methods for community detection and graph partitioning

(2013) M. E. J. Newman   PHYSICAL REVIEW E

Parsimonious Module Inference in Large Networks

(2013) Tiago P. Peixoto   PHYSICAL REVIEW LETTERS

Efficient discovery of overlapping communities in massive networks

(2013) Prem K. Gopalan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Spectral redemption in clustering sparse networks

(2013) F. Krzakala et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

RegulonDB v8.0: omics data sets, evolutionary conservation, regulatory phrases, cross-validated gold standards and more

(2012) Heladia Salgado et al.   NUCLEIC ACIDS RESEARCH

Entropy of stochastic blockmodel ensembles

(2012) Tiago P. Peixoto   PHYSICAL REVIEW E

Graph Spectra and the Detectability of Community Structure in Networks

(2012) Raj Rao Nadakuditi et al.   PHYSICAL REVIEW LETTERS

Communities, modules and large-scale structure in networks

(2011) M. E. J. Newman   Nature Physics

Efficient and principled method for detecting communities in networks

(2011) Brian Ball et al.   PHYSICAL REVIEW E

Asymptotic analysis of the stochastic block model for modular networks and its algorithmic applications

(2011) Aurelien Decelle et al.   PHYSICAL REVIEW E

Stochastic blockmodels and community structure in networks

(2011) Brian Karrer et al.   PHYSICAL REVIEW E

Inference and Phase Transitions in the Detection of Modules in Sparse Networks

(2011) Aurelien Decelle et al.   PHYSICAL REVIEW LETTERS

Trust Transitivity in Social Networks

(2011) Oliver Richters et al.   PLoS One

Compression of Flow Can Reveal Overlapping-Module Organization in Networks

(2011) Alcides Viamontes Esquivel et al.   Physical Review X

Uncovering latent structure in valued graphs: A variational approach

(2010) Mahendra Mariadassou et al.   Annals of Applied Statistics

Link communities reveal multiscale complexity in networks

(2010) Yong-Yeol Ahn et al.   NATURE

Catastrophic cascade of failures in interdependent networks

(2010) Sergey V. Buldyrev et al.   NATURE

Multifractal network generator

(2010) Gergely Palla et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Detecting the overlapping and hierarchical community structure in complex networks

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

Entropy of network ensembles

(2009) Ginestra Bianconi   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

Missing and spurious interactions and the reconstruction of complex networks

(2009) Roger Guimerà 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

Human Protein Reference Database--2009 update

(2008) T. S. Keshava Prasad et al.   NUCLEIC ACIDS RESEARCH

Robustness of community structure in networks

(2008) Brian Karrer 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

High-Quality Binary Protein Interaction Map of the Yeast Interactome Network

(2008) H. Yu et al.   SCIENCE