Model-Based Clustering with Sequential Outlier Identification using the Distribution of Mahalanobis Distances

Ultán P. Doherty, Paul D. McNicholas, Arthur White

The presence of outliers can prevent clustering algorithms from accurately determining an appropriate group structure within a data set. We present outlierMBC, a model-based approa…