Isobel Claire Gormley

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 7

Top Topics

Clustering Algorithm

Hyperspectral Images

Expectation Maximization

Top Venues

Comput. Stat. Data Anal.

Publications

Ganesh Babu, Aoife Gowen, Michael Fop, Isobel Claire Gormley
A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images. CoRR (2024)
Chiara E. Cotroneo, Isobel Claire Gormley, Denis C. Shields, Michael Salter-Townshend
Computational modelling of chromosomally clustering protein domains in bacteria. BMC Bioinform. 22 (1) (2021)
Silvia D'Angelo, Isobel Claire Gormley, Aoife E. McNamara, Lorraine Brennan
multiMarker: software for modelling and prediction of continuous food intake using multiple biomarkers measurements. BMC Bioinform. 22 (1) (2021)
Patrick M. Staunton, Aleksandra A. Miranda-CasoLuengo, Brendan J. Loftus, Isobel Claire Gormley
BINDER: computationally inferring a gene regulatory network for Mycobacterium abscessus. BMC Bioinform. 20 (1) (2019)
Adrian O'Hagan, Thomas Brendan Murphy, Luca Scrucca, Isobel Claire Gormley
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Comput. Stat. 34 (4) (2019)
Damien McParland, Isobel Claire Gormley
Model based clustering for mixed data: clustMD. Adv. Data Anal. Classif. 10 (2) (2016)
Adrian O'Hagan, Thomas Brendan Murphy, Isobel Claire Gormley, Paul D. McNicholas, Dimitris Karlis
Clustering with the multivariate normal inverse Gaussian distribution. Comput. Stat. Data Anal. 93 (2016)
Gift Nyamundanda, Isobel Claire Gormley, Yue Fan, William M. Gallagher, Lorraine Brennan
MetSizeR: selecting the optimal sample size for metabolomic studies using an analysis based approach. BMC Bioinform. 14 (2013)
Adrian O'Hagan, Thomas Brendan Murphy, Isobel Claire Gormley
Computational aspects of fitting mixture models via the expectation-maximization algorithm. Comput. Stat. Data Anal. 56 (12) (2012)
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
Transcriptomic Coordination in the Human Metabolic Network Reveals Links between n-3 Fat Intake, Adipose Tissue Gene Expression and Metabolic Health. PLoS Comput. Biol. 7 (11) (2011)
Gift Nyamundanda, Lorraine Brennan, Isobel Claire Gormley
Probabilistic Principal Component Analysis for Metabolomic Data. BMC Bioinform. 11 (2010)
Melissa J. Morine, Jolene McMonagle, Sinead Toomey, Clare M. Reynolds, Aidan P. Moloney, Isobel Claire Gormley, Peadar Ó Gaora, Helen M. Roche
Bi-directional gene set enrichment and canonical correlation analysis identify key diet-sensitive pathways and biomarkers of metabolic syndrome. BMC Bioinform. 11 (2010)
Isobel Claire Gormley, Thomas Brendan Murphy
A Latent Space Model for Rank Data. SNA@ICML (2006)