16 citations · 40 across the 7 of their papers we have counts for
5 papers · 1 filter
Bayesian inference of network structure from information cascades
Caitlin Gray, Lewis Mitchell, Matthew Roughan
Contagion processes are strongly linked to the network structures on which they propagate, and learning these structures is essential for understanding and intervention on complex…
How the Avengers assemble: Ecological modelling of effective cast sizes for movies
Matthew Roughan, Lewis Mitchell, Tobin South
The number of characters in a movie is an interesting feature. However, it is non-trivial to measure directly. Naive metrics such as the number of credited characters vary wildly.…
A framework for streamlined statistical prediction using topic models
Vanessa Glenny, Jonathan Tuke, Nigel Bean +1
In the Humanities and Social Sciences, there is increasing interest in approaches to information extraction, prediction, intelligent linkage, and dimension reduction applicable to…
Semi-supervised graph labelling reveals increasing partisanship in the United States Congress
Max Glonek, Jonathan Tuke, Lewis Mitchell +1
Graph labelling is a key activity of network science, with broad practical applications, and close relations to other network science tasks, such as community detection and cluster…
Event detection in Twitter: A keyword volume approach
Ahmad Hany Hossny, Lewis Mitchell
Event detection using social media streams needs a set of informative features with strong signals that need minimal preprocessing and are highly associated with events of interest…