Isobel Claire Gormley

According to our database, Isobel Claire Gormley authored at least 15 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images.

Ganesh Babu, Aoife Gowen, Michael Fop, Isobel Claire Gormley

CoRR, 2024

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

Computational modelling of chromosomally clustering protein domains in bacteria.

Chiara E. Cotroneo, Isobel Claire Gormley, Denis C. Shields, Michael Salter-Townshend

BMC Bioinform., 2021

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

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

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

Model based clustering for mixed data: clustMD.

Damien McParland, Isobel Claire Gormley

Adv. Data Anal. Classif., 2016

2014

Mixed Membership Models for Rank Data.

Isobel Claire Gormley, Thomas Brendan Murphy

Proceedings of the Handbook of Mixed Membership Models and Their Applications., 2014

2013

Clustering Ordinal Data via Latent Variable Models.

Damien McParland, Isobel Claire Gormley

Proceedings of the Algorithms from and for Nature and Life, 2013

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

2012

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

2011

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

2010

Probabilistic Principal Component Analysis for Metabolomic Data.

Gift Nyamundanda, Lorraine Brennan, Isobel Claire Gormley

BMC Bioinform., 2010

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

2006

A Latent Space Model for Rank Data.

Isobel Claire Gormley, Thomas Brendan Murphy

Proceedings of the Statistical Network Analysis: Models, Issues, and New Directions, 2006