18 citations · 18 across the 1 of their papers we have counts for
2 papers
cs.SI2020
Motif-Based Spectral Clustering of Weighted Directed Networks
William George Underwood, Andrew Elliott, Mihai Cucuringu
Clustering is an essential technique for network analysis, with applications in a diverse range of fields. Although spectral clustering is a popular and effective method, it fails…
stat.AP2019★ 18 cited
Anomaly Detection in Networks with Application to Financial Transaction Networks
Andrew Elliott, Mihai Cucuringu, Milton Martinez Luaces +2
This paper is motivated by the task of detecting anomalies in networks of financial transactions, with accounts as nodes and a directed weighted edge between two nodes denoting a m…