4 papers
Clustering country-level all-cause mortality data: a review
Pedro Menezes de Araujo, Isobel Claire Gormley, Thomas Brendan Murphy
Mortality data are relevant to demography, public health, and actuarial science. Whilst clustering is increasingly used to explore patterns in such data, no study has reviewed its…
Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context
Marion Bartl, Thomas Brendan Murphy, Susan Leavy
Gender-inclusive language is often used with the aim of ensuring that all individuals, regardless of gender, can be associated with certain concepts. While psycholinguistic studies…
Partial membership models for soft clustering of multivariate football player performance data
Emiliano Seri, Roberto Rocci, Thomas Brendan Murphy
The standard mixture modeling framework has been widely used to study heterogeneous populations, by modeling them as being composed of a finite number of homogeneous sub-population…
Integrated differential analysis of multi-omics data using a joint mixture model: idiffomix
Koyel Majumdar, Florence Jaffrézic, Andrea Rau +2
Gene expression and DNA methylation are two interconnected biological processes and understanding their relationship is important in advancing understanding in diverse areas, inclu…