A Latent Space Model for Rank Data. - Isobel Claire Gormley; Thomas Brendan Murphy (SNA@ICML, 2006)

Statistical models for rank data - Isobel Claire Gormley (2007)

Bi-directional gene set enrichment and canonical correlation analysis identify key diet-sensitive pathways and biomarkers of metabolic syndrome. - Melissa J. Morine; Jolene McMonagle; Sinead Toomey; Clare M. Reynolds; Aidan P. Moloney; Isobel Claire Gormley; Peadar Ó Gaora; Helen M. Roche (BMC Bioinform., 2010)

Probabilistic Principal Component Analysis for Metabolomic Data. - Gift Nyamundanda; Lorraine Brennan; Isobel Claire Gormley (BMC Bioinform., 2010)

Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health. - Melissa J. Morine; Audrey C. Tierney; Ben van Ommen; Hannelore Daniel; Sinead Toomey; Ingrid M. F. Gjelstad; Isobel Claire Gormley; Pablo Pérez-Martinez; Christian A. Drevon; Jose López-Miranda; Helen M. Roche (PLoS Comput. Biol., 2011)

Computational aspects of fitting mixture models via the expectation-maximization algorithm. - Adrian O'Hagan; Thomas Brendan Murphy; Isobel Claire Gormley (Comput. Stat. Data Anal., 2012)

MetSizeR: selecting the optimal sample size for metabolomic studies using an analysis based approach. - Gift Nyamundanda; Isobel Claire Gormley; Yue Fan; William M. Gallagher; Lorraine Brennan (BMC Bioinform., 2013)

Clustering Ordinal Data via Latent Variable Models. - Damien McParland; Isobel Claire Gormley (Algorithms from and for Nature and Life, 2013)

Mixed Membership Models for Rank Data. - Isobel Claire Gormley; Thomas Brendan Murphy (Handbook of Mixed Membership Models and Their Applications, 2014)

Model based clustering for mixed data: clustMD. - Damien McParland; Isobel Claire Gormley (Adv. Data Anal. Classif., 2016)

Clustering with the multivariate normal inverse Gaussian distribution. - Adrian O'Hagan; Thomas Brendan Murphy; Isobel Claire Gormley; Paul D. McNicholas; Dimitris Karlis (Comput. Stat. Data Anal., 2016)

BINDER: computationally inferring a gene regulatory network for Mycobacterium abscessus. - Patrick M. Staunton; Aleksandra A. Miranda-CasoLuengo; Brendan J. Loftus; Isobel Claire Gormley (BMC Bioinform., 2019)

Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. - Adrian O'Hagan; Thomas Brendan Murphy; Luca Scrucca; Isobel Claire Gormley (Comput. Stat., 2019)

Computational modelling of chromosomally clustering protein domains in bacteria. - Chiara E. Cotroneo; Isobel Claire Gormley; Denis C. Shields; Michael Salter-Townshend (BMC Bioinform., 2021)

multiMarker: software for modelling and prediction of continuous food intake using multiple biomarkers measurements. - Silvia D'Angelo; Isobel Claire Gormley; Aoife E. McNamara; Lorraine Brennan (BMC Bioinform., 2021)

A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images. - Ganesh Babu; Aoife Gowen; Michael Fop; Isobel Claire Gormley (Adv. Data Anal. Classif., 2025)