Simplicial closure and higher-order link prediction

Predicting perturbation patterns from the topology of biological networks

(2018) Marc Santolini et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The shape of collaborations

(2017) Alice Patania et al.   EPJ Data Science

Cross-validation estimate of the number of clusters in a network

(2017) Tatsuro Kawamoto et al.   Scientific Reports

Random walks on simplicial complexes and harmonics

(2016) Sayan Mukherjee et al.   RANDOM STRUCTURES & ALGORITHMS

Simplicial complexes: Spectrum, homology and random walks

(2016) Ori Parzanchevski et al.   RANDOM STRUCTURES & ALGORITHMS

Higher-order organization of complex networks

(2016) A. R. Benson et al.   SCIENCE

Representing higher-order dependencies in networks

(2016) J. Xu et al.   Science Advances

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

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

(2014) Martin Rosvall et al.   Nature Communications

Structural diversity in social contagion

(2012) J. Ugander et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Network-based methods for human disease gene prediction

(2011) X. Wang et al.   Briefings in Functional Genomics

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

(2011) Juliette Stehlé et al.   PLoS One

The power of protein interaction networks for associating genes with diseases

(2010) Saket Navlakha et al.   BIOINFORMATICS

Link prediction in complex networks: A survey

(2010) Linyuan Lü et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Complex brain networks: graph theoretical analysis of structural and functional systems

(2009) Ed Bullmore et al.   NATURE REVIEWS NEUROSCIENCE

Hierarchical structure and the prediction of missing links in networks

(2008) Aaron Clauset et al.   NATURE