Brendan Murphy
Brendan Murphy
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mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models
L Scrucca, M Fop, TB Murphy, AE Raftery
The R Journal 8 (1), 289-317, 2016
mclust Version 4 for R: Normal Mixture Modeling for Model-Based Clustering, Classification, and Density Estimation
C Fraley, AE Raftery, TB Murphy, L Scrucca, 2012
Parsimonious Gaussian mixture models
PD Mcnicholas, TB Murphy
Statistics and Computing 18 (3), 285-296, 2008
Desulfovibrio bacterial species are increased in ulcerative colitis
F Rowan, NG Docherty, M Murphy, B Murphy, JC Coffey, PR O‘Connell
Diseases of the Colon & Rectum 53 (11), 1530, 2010
Model-based clustering and classification for data science: with applications in R
C Bouveyron, G Celeux, TB Murphy, AE Raftery
Cambridge University Press, 2019
Model-based clustering of microarray expression data via latent Gaussian mixture models
PD McNicholas, TB Murphy
Bioinformatics 26 (21), 2705, 2010
Novel glycan biomarkers for the detection of lung cancer
JN Arnold, R Saldova, MC Galligan, TB Murphy, Y Mimura-Kimura, ...
Journal of Proteome Research, 2011
Mixtures of distance-based models for ranking data
TB Murphy, D Martin
Computational statistics & data analysis 41 (3), 645-655, 2003
Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models
PD McNicholas, TB Murphy, AF McDaid, D Frost
Computational Statistics & Data Analysis 54 (3), 711-723, 2010
Family-Mediated Exercise Intervention (FAME)
R Galvin, T Cusack, E O'Grady, TB Murphy, E Stokes
Stroke 42 (3), 681-686, 2011
The effect of the GENTLE/s robot-mediated therapy system on arm function after stroke
S Coote, B Murphy, W Harwin, E Stokes
Clinical rehabilitation 22 (5), 395-405, 2008
Review of statistical network analysis: models, algorithms, and software
M Salter-Townshend, A White, I Gollini, TB Murphy
Wiley-Blackwell, 2012
Model‐based clustering of longitudinal data
PD McNicholas, TB Murphy
Canadian Journal of Statistics 38 (1), 153-168, 2010
A mixture of experts model for rank data with applications in election studies
IC Gormley, TB Murphy
The Annals of Applied Statistics 2 (4), 1452-1477, 2008
Standardising the lift of an association rule
PD McNicholas, TB Murphy, M O'Regan
Computational Statistics & Data Analysis 52 (10), 4712-4721, 2008
Exploring Voting Blocs Within the Irish Electorate
IC Gormley, TB Murphy
Journal of the American Statistical Association 103 (483), 1014-1027, 2008
Using unlabelled data to update classification rules with applications in food authenticity studies
N Dean, TB Murphy, G Downey
Journal of the Royal Statistical Society: Series C (Applied Statistics) 55 …, 2006
Variable selection methods for model-based clustering
M Fop, TB Murphy
The Impact of Increased Duration of Exercise Therapy on Functional Recovery Following Stroke—What Is the Evidence?
R Galvin, B Murphy, T Cusack, E Stokes
Topics in Stroke Rehabilitation 15 (4), 365-377, 2008
Joint modeling of multiple network views
I Gollini, TB Murphy
Journal of Computational and Graphical Statistics 25 (1), 246-265, 2016
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