1 citations · 1 across the 2 of their papers we have counts for
3 papers
FOSC-X: An Extended Framework for Optimal Local Cuts and Non-Horizontal Cluster Selection from Clustering Hierarchies
Connor Simpson, Ricardo J. G. B. Campello
Extracting a flat clustering solution from a hierarchy is a common task in practical cluster analysis and can be formulated as an optimisation problem. Existing approaches focus on…
On the Use of Bagging for Local Intrinsic Dimensionality Estimation
Kristóf Péter, Ricardo J. G. B. Campello, James Bailey +1
The theory of Local Intrinsic Dimensionality (LID) has become a valuable tool for characterizing local complexity within and across data manifolds, supporting a range of data minin…
Benchmarking of Clustering Validity Measures Revisited
Connor Simpson, Ricardo J. G. B. Campello, Elizabeth Stojanovski
Validation plays a crucial role in the clustering process. Many different internal validity indexes exist for the purpose of determining the best clustering solution(s) from a give…