43 citations · 242 across the 46 of their papers we have counts for
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stat.CO2013
Bayesian model selection for the latent position cluster model for Social Networks
Nial Friel, Caitriona Ryan, Jason Wyse
The latent position cluster model is a popular model for the statistical analysis of network data. This approach assumes that there is an underlying latent space in which the actor…
cs.LG2013
Efficient Estimation of the number of neighbours in Probabilistic K Nearest Neighbour Classification
Ji Won Yoon, Nial Friel
Probabilistic k-nearest neighbour (PKNN) classification has been introduced to improve the performance of original k-nearest neighbour (KNN) classification algorithm by explicitly…
stat.ME2013★ 1 cited
Evidence and Bayes factor estimation for Gibbs random fields
Nial Friel
Gibbs random fields play an important role in statistics. However they are complicated to work with due to an intractability of the likelihood function and there has been much work…