4 citations · 10 across the 22 of their papers we have counts for
3 papers · 1 filter
Skewed Distributions or Transformations? Modelling Skewness for a Cluster Analysis
Michael P. B. Gallaugher, Paul D. McNicholas, Volodymyr Melnykov +1
Because of its mathematical tractability, the Gaussian mixture model holds a special place in the literature for clustering and classification. For all its benefits, however, the G…
Defying the Circadian Rhythm: Clustering Participant Telemetry in the UK Biobank Data
Nikola Pocuca, Mark Farrell, Paul D. McNicholas
The UK Biobank dataset follows over 500,000 volunteers and contains a diverse set of information related to societal outcomes. Among this vast collection, a large quantity of telem…
Mixtures of Contaminated Matrix Variate Normal Distributions
Salvatore D. Tomarchio, Michael P. B. Gallaugher, Antonio Punzo +1
Analysis of three-way data is becoming ever more prevalent in the literature, especially in the area of clustering and classification. Real data, including real three-way data, are…