9 citations · 16 across the 2 of their papers we have counts for
2 papers
math.ST2012★ 7 cited
Dynamic Bayesian Combination of Multiple Imperfect Classifiers
Edwin Simpson, Stephen Roberts, Ioannis Psorakis +1
Classifier combination methods need to make best use of the outputs of multiple, imperfect classifiers to enable higher accuracy classifications. In many situations, such as when h…
stat.ML2010★ 9 cited
Efficient Bayesian Community Detection using Non-negative Matrix Factorisation
Ioannis Psorakis, Stephen Roberts, Ben Sheldon
Identifying overlapping communities in networks is a challenging task. In this work we present a novel approach to community detection that utilises the Bayesian non-negative matri…