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Brendan Murphy
Brendan Murphy
University College Dublin
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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
29922016
mclust Version 4 for R: Normal Mixture Modeling for Model-Based Clustering, Classification, and Density Estimation
C Fraley, AE Raftery, TB Murphy, L Scrucca
https://www.stat.washington.edu/research/reports/2012/tr597.pdf, 2012
12602012
Parsimonious Gaussian mixture models
PD Mcnicholas, TB Murphy
Statistics and Computing 18 (3), 285-296, 2008
3802008
Model-based clustering and classification for data science: with applications in R
C Bouveyron, G Celeux, TB Murphy, AE Raftery
Cambridge University Press, 2019
3482019
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
3282010
Model-based clustering of microarray expression data via latent Gaussian mixture models
PD McNicholas, TB Murphy
Bioinformatics 26 (21), 2705, 2010
2412010
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
2282011
Mixtures of distance-based models for ranking data
TB Murphy, D Martin
Computational statistics & data analysis 41 (3), 645-655, 2003
1802003
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
1742010
Family-Mediated Exercise Intervention (FAME)
R Galvin, T Cusack, E O'Grady, TB Murphy, E Stokes
Stroke 42 (3), 681-686, 2011
1652011
Model‐based clustering of longitudinal data
PD McNicholas, TB Murphy
Canadian Journal of Statistics 38 (1), 153-168, 2010
1602010
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
1592008
Review of statistical network analysis: models, algorithms, and software
M Salter-Townshend, A White, I Gollini, TB Murphy
Wiley-Blackwell, 2012
1542012
Standardising the lift of an association rule
PD McNicholas, TB Murphy, M O'Regan
Computational Statistics & Data Analysis 52 (10), 4712-4721, 2008
1492008
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
1462008
Exploring Voting Blocs Within the Irish Electorate
IC Gormley, TB Murphy
Journal of the American Statistical Association 103 (483), 1014-1027, 2008
1412008
Variable selection methods for model-based clustering
M Fop, TB Murphy
1382018
Model-based clustering, classification, and density estimation using mclust in R
L Scrucca, C Fraley, TB Murphy, AE Raftery
Chapman and Hall/CRC, 2023
1362023
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
1342006
Joint modeling of multiple network views
I Gollini, TB Murphy
Journal of Computational and Graphical Statistics 25 (1), 246-265, 2016
1162016
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Artikelen 1–20