7.7k citations · 24.5k across the 60 of their papers we have counts for
7 papers · 1 filter
Structure and inference in annotated networks
M. E. J. Newman, Aaron Clauset
For many networks of scientific interest we know both the connections of the network and information about the network nodes, such as the age or gender of individuals in a social n…
Eigenvector-Based Centrality Measures for Temporal Networks
Dane Taylor, Sean A. Myers, Aaron Clauset +2
Numerous centrality measures have been developed to quantify the importances of nodes in time-independent networks, and many of them can be expressed as the leading eigenvector of…
Detectability thresholds and optimal algorithms for community structure in dynamic networks
Amir Ghasemian, Pan Zhang, Aaron Clauset +2
We study the fundamental limits on learning latent community structure in dynamic networks. Specifically, we study dynamic stochastic block models where nodes change their communit…
Untangling the roles of parasites in food webs with generative network models
Abigail Z. Jacobs, Jennifer A. Dunne, Cristopher Moore +1
Food webs represent the set of consumer-resource interactions among a set of species that co-occur in a habitat, but most food web studies have omitted parasites and their interact…
Predicting sports scoring dynamics with restoration and anti-persistence
Leto Peel, Aaron Clauset
Professional team sports provide an excellent domain for studying the dynamics of social competitions. These games are constructed with simple, well-defined rules and payoffs that…
Safe Leads and Lead Changes in Competitive Team Sports
A. Clauset, M. Kogan, S. Redner
We investigate the time evolution of lead changes within individual games of competitive team sports. Exploiting ideas from the theory of random walks, the number of lead changes w…
Assembling thefacebook: Using heterogeneity to understand online social network assembly
Abigail Z. Jacobs, Samuel F. Way, Johan Ugander +1
Online social networks represent a popular and diverse class of social media systems. Despite this variety, each of these systems undergoes a general process of online social netwo…