277 citations · 545 across the 10 of their papers we have counts for
10 papers
A five-decision testing procedure to infer on unidimensional parameter
Aaron McDaid, Zoltan Kutalik, Valentin Rousson
A statistical test can be seen as a procedure to produce a decision based on observed data, where some decisions consist of rejecting a hypothesis (yielding a significant result) a…
Measuring the Significance of the Geographic Flow of Music
Conrad Lee, Aaron McDaid, Pádraig Cunningham
In previous work, our results suggested that some cities tend to be ahead of others in their musical preferences. We concluded that work by noting that to properly test this claim,…
Model-based clustering in networks with Stochastic Community Finding
Aaron F. McDaid, Brendan Thomas Murphy, Nial Friel +1
In the model-based clustering of networks, blockmodelling may be used to identify roles in the network. We identify a special case of the Stochastic Block Model (SBM) where we cons…
Percolation Computation in Complex Networks
Fergal Reid, Aaron McDaid, Neil Hurley
K-clique percolation is an overlapping community finding algorithm which extracts particular structures, comprised of overlapping cliques, from complex networks. While it is concep…
Clustering in networks with the collapsed Stochastic Block Model
Aaron F. McDaid, Thomas Brendan Murphy, Nial Friel +1
An efficient MCMC algorithm is presented to cluster the nodes of a network such that nodes with similar role in the network are clustered together. This is known as block-modelling…
Normalized Mutual Information to evaluate overlapping community finding algorithms
Aaron F. McDaid, Derek Greene, Neil Hurley
Given the increasing popularity of algorithms for overlapping clustering, in particular in social network analysis, quantitative measures are needed to measure the accuracy of a me…