Generative hypergraph clustering: From blockmodels to modularity

Networks beyond pairwise interactions: Structure and dynamics

(2020) Federico Battiston et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Session-based Hotel Recommendations Dataset

(2020) Jens Adamczak et al.   ACM Transactions on Intelligent Systems and Technology

From networks to optimal higher-order models of complex systems

(2019) Renaud Lambiotte et al.   Nature Physics

Stochastic Block Models are a Discrete Surface Tension

(2019) Zachary M. Boyd et al.   JOURNAL OF NONLINEAR SCIENCE

Clustering via hypergraph modularity

(2019) Bogumił Kamiński et al.   PLoS One

A network approach to topic models

(2018) Martin Gerlach et al.   Science Advances

Simplicial closure and higher-order link prediction

(2018) Austin R. Benson et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The ground truth about metadata and community detection in networks

(2017) Leto Peel et al.   Science Advances

Community detection in networks: A user guide

(2016) Santo Fortunato et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Higher-order organization of complex networks

(2016) A. R. Benson et al.   SCIENCE

Hypergraph partitioning for multiple communication cost metrics: Model and methods

(2015) Mehmet Deveci et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Contact Patterns in a High School: A Comparison between Data Collected Using Wearable Sensors, Contact Diaries and Friendship Surveys

(2015) Rossana Mastrandrea et al.   PLoS One

Efficiently inferring community structure in bipartite networks

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

Scalable detection of statistically significant communities and hierarchies, using message passing for modularity

(2014) Pan Zhang et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Graph Spectra and the Detectability of Community Structure in Networks

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

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

High-Resolution Measurements of Face-to-Face Contact Patterns in a Primary School

(2011) Juliette Stehlé et al.   PLoS One

Performance of modularity maximization in practical contexts

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

Stability of graph communities across time scales

(2010) J.- C. Delvenne et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A hypergraph-based learning algorithm for classifying gene expression and arrayCGH data with prior knowledge

(2009) Z. Tian et al.   BIOINFORMATICS

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

Fast unfolding of communities in large networks

(2008) Vincent D Blondel et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT