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ORCIDIsobel Claire Gormley
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Books and Theses
- 2007
[b1]Isobel Claire Gormley:
Statistical models for rank data. Trinity College Dublin, Ireland, 2007
Journal Articles
- 2021
- [j11]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): 469 (2021) - [j10]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): 593 (2021) - 2019
- [j9]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): 466:1-466:21 (2019) - [j8]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): 1779-1813 (2019) - 2016
- [j7]Damien McParland, Isobel Claire Gormley:
Model based clustering for mixed data: clustMD. Adv. Data Anal. Classif. 10(2): 155-169 (2016) - [j6]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: 18-30 (2016) - 2013
- [j5]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: 338 (2013) - 2012
- [j4]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): 3843-3864 (2012) - 2011
- [j3]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) - 2010
- [j2]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: 499 (2010) - [j1]Gift Nyamundanda, Lorraine Brennan, Isobel Claire Gormley:
Probabilistic Principal Component Analysis for Metabolomic Data. BMC Bioinform. 11: 571 (2010)
Conference and Workshop Papers
- 2006
- [c1]Isobel Claire Gormley, Thomas Brendan Murphy:
A Latent Space Model for Rank Data. SNA@ICML 2006: 90-102
Parts in Books or Collections
- 2013
- [p1]Damien McParland, Isobel Claire Gormley:
Clustering Ordinal Data via Latent Variable Models. Algorithms from and for Nature and Life 2013: 127-135
Reference Works
- 2014
- [r1]Isobel Claire Gormley, Thomas Brendan Murphy:
Mixed Membership Models for Rank Data. Handbook of Mixed Membership Models and Their Applications 2014: 441-460
Informal and Other Publications
- 2024
- [i1]Ganesh Babu, Aoife Gowen, Michael Fop, Isobel Claire Gormley:
A consensus-constrained parsimonious Gaussian mixture model for clustering hyperspectral images. CoRR abs/2403.03349 (2024)
Coauthor Index
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