Isobel Claire Gormley

18 papers Journal 14Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images.
Adv. Data Anal. Classif.
Ganesh Babu, Aoife Gowen, Michael Fop, Isobel Claire Gormley
2025 J jnl
Model-based clustering for network data via a latent shrinkage position cluster model.
Netw. Sci.
Xian Yao Gwee, Isobel Claire Gormley, Michael Fop
2024 J jnl
A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images.
CoRR
Ganesh Babu, Aoife Gowen, Michael Fop, Isobel Claire Gormley
2021 J jnl
Computational modelling of chromosomally clustering protein domains in bacteria.
BMC Bioinform.
Chiara E. Cotroneo, Isobel Claire Gormley, Denis C. Shields, Michael Salter-Townshend
2021 J jnl
multiMarker: software for modelling and prediction of continuous food intake using multiple biomarkers measurements.
BMC Bioinform.
Silvia D'Angelo, Isobel Claire Gormley, Aoife E. McNamara, Lorraine Brennan
2019 J jnl
BINDER: computationally inferring a gene regulatory network for Mycobacterium abscessus.
BMC Bioinform.
Patrick M. Staunton, Aleksandra A. Miranda-CasoLuengo, Brendan J. Loftus, Isobel Claire Gormley
2019 J jnl
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap.
Comput. Stat.
Adrian O'Hagan, Thomas Brendan Murphy, Luca Scrucca, Isobel Claire Gormley
2016 J jnl
Clustering with the multivariate normal inverse Gaussian distribution.
Comput. Stat. Data Anal.
Adrian O'Hagan, Thomas Brendan Murphy, Isobel Claire Gormley, Paul D. McNicholas, Dimitris Karlis
2016 J jnl
Model based clustering for mixed data: clustMD.
Adv. Data Anal. Classif.
Damien McParland, Isobel Claire Gormley
2014 — ch.
Mixed Membership Models for Rank Data.
Handbook of Mixed Membership Models and Their Applications
Isobel Claire Gormley, Thomas Brendan Murphy
2013 — ch.
Clustering Ordinal Data via Latent Variable Models.
Algorithms from and for Nature and Life
Damien McParland, Isobel Claire Gormley
2013 J jnl
MetSizeR: selecting the optimal sample size for metabolomic studies using an analysis based approach.
BMC Bioinform.
Gift Nyamundanda, Isobel Claire Gormley, Yue Fan, William M. Gallagher, Lorraine Brennan
2012 J jnl
Computational aspects of fitting mixture models via the expectation-maximization algorithm.
Comput. Stat. Data Anal.
Adrian O'Hagan, Thomas Brendan Murphy, Isobel Claire Gormley
2011 J jnl
Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health.
PLoS Comput. Biol.
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
2010 J jnl
Bi-directional gene set enrichment and canonical correlation analysis identify key diet-sensitive pathways and biomarkers of metabolic syndrome.
BMC Bioinform.
Melissa J. Morine, Jolene McMonagle, Sinead Toomey, Clare M. Reynolds, Aidan P. Moloney, Isobel Claire Gormley, Peadar Ó Gaora, Helen M. Roche
2010 J jnl
Probabilistic Principal Component Analysis for Metabolomic Data.
BMC Bioinform.
Gift Nyamundanda, Lorraine Brennan, Isobel Claire Gormley
2007 — —
Statistical models for rank data
Isobel Claire Gormley
2006 — conf
A Latent Space Model for Rank Data.
SNA@ICML
Isobel Claire Gormley, Thomas Brendan Murphy