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Thomas Brendan Murphy
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2020 – today
- 2025
- [i5]Marion Bartl, Thomas Brendan Murphy, Susan Leavy
:
Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context. CoRR abs/2502.13120 (2025) - 2024
- [j35]Luis Angel García-Escudero, Salvatore Ingrassia, Thomas Brendan Murphy:
Special issue on "advances in models and learning for clustering and classification". Adv. Data Anal. Classif. 18(1): 1-4 (2024) - [j34]Jim Duggan
, Jair Andrade
, Thomas Brendan Murphy
, James P. Gleeson, Cathal Walsh
, Philip Nolan
:
An age-cohort simulation model for generating COVID-19 scenarios: A study from Ireland's pandemic response. Eur. J. Oper. Res. 313(1): 343-358 (2024) - 2023
- [j33]Chiara Bocci
, Anna Gottard
, Thomas Brendan Murphy
, Giovanni Camillo Porzio
:
CLADAG 2021 special issue: Selected papers on classification and data analysis. Stat. Anal. Data Min. 16(4): 317-318 (2023) - 2022
- [j32]Michael Fop
, Pierre-Alexandre Mattei
, Charles Bouveyron, Thomas Brendan Murphy:
Unobserved classes and extra variables in high-dimensional discriminant analysis. Adv. Data Anal. Classif. 16(1): 55-92 (2022) - [j31]Tin Lok James Ng, Thomas Brendan Murphy:
Model-based clustering for random hypergraphs. Adv. Data Anal. Classif. 16(3): 691-723 (2022) - 2021
- [j30]Tin Lok James Ng
, Thomas Brendan Murphy:
Model-based Clustering of Count Processes. J. Classif. 38(2): 188-211 (2021) - [j29]Andrea Cappozzo
, Francesca Greselin
, Thomas Brendan Murphy:
Robust variable selection for model-based learning in presence of adulteration. Comput. Stat. Data Anal. 158: 107186 (2021) - [j28]Francesca Greselin
, Thomas Brendan Murphy, Giovanni Camillo Porzio, Domenico Vistocco
:
CLADAG 2019 Special Issue: Selected Papers on Classification and Data Analysis. Stat. Anal. Data Min. 14(4): 295-296 (2021) - 2020
- [j27]Keefe Murphy
, Thomas Brendan Murphy
:
Gaussian parsimonious clustering models with covariates and a noise component. Adv. Data Anal. Classif. 14(2): 293-325 (2020) - [j26]Andrea Cappozzo
, Francesca Greselin
, Thomas Brendan Murphy
:
A robust approach to model-based classification based on trimming and constraints. Adv. Data Anal. Classif. 14(2): 327-354 (2020) - [j25]Amirhossein Jalali
, Robert W. Foley, Robert M. Maweni, Keefe Murphy
, Dara J. Lundon, Thomas Lynch, Richard Power, Frank O'Brien, Kieran J. O'Malley, David J. Galvin, Garrett C. Durkan, Thomas Brendan Murphy, R. William G. Watson
:
A risk calculator to inform the need for a prostate biopsy: a rapid access clinic cohort. BMC Medical Informatics Decis. Mak. 20(1): 148 (2020) - [i4]Alessio Serafini, Thomas Brendan Murphy, Luca Scrucca:
Handling missing data in model-based clustering. CoRR abs/2006.02954 (2020)
2010 – 2019
- 2019
- [j24]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) - [j23]Michael Fop
, Thomas Brendan Murphy
, Luca Scrucca
:
Model-based clustering with sparse covariance matrices. Stat. Comput. 29(4): 791-819 (2019) - 2018
- [j22]Mateen Shaikh
, Paul D. McNicholas, Maria-Luiza Antonie, Thomas Brendan Murphy
:
Standardizing interestingness measures for association rules. Stat. Anal. Data Min. 11(6): 282-295 (2018) - 2017
- [j21]Paolo Giudici, Francesca Greselin
, Thomas Brendan Murphy, Carla Rampichini
:
CLADAG 2015 special issue: Selected papers on classification and data analysis. Stat. Anal. Data Min. 10(1): 5 (2017) - 2016
- [j20]Arthur J. White
, Thomas Brendan Murphy:
Exponential family mixed membership models for soft clustering of multivariate data. Adv. Data Anal. Classif. 10(4): 521-540 (2016) - [j19]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) - [j18]Arthur J. White
, Thomas Brendan Murphy:
Mixed-membership of experts stochastic blockmodel. Netw. Sci. 4(1): 48-80 (2016) - [j17]Luca Scrucca
, Michael Fop
, Thomas Brendan Murphy, Adrian E. Raftery:
mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models. R J. 8(1): 289 (2016) - [j16]Arthur J. White
, Jason Wyse
, Thomas Brendan Murphy
:
Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. Stat. Comput. 26(1-2): 511-527 (2016) - [j15]Thomas Brendan Murphy:
Statistical thinking and practice. Stat. Anal. Data Min. 9(6): 387 (2016) - 2014
- [j14]Michael Salter-Townshend
, Thomas Brendan Murphy
:
Mixtures of biased sentiment analysers. Adv. Data Anal. Classif. 8(1): 85-103 (2014) - [j13]Isabella Gollini
, Thomas Brendan Murphy
:
Mixture of latent trait analyzers for model-based clustering of categorical data. Stat. Comput. 24(4): 569-588 (2014) - [c3]Aaron F. McDaid, Neil J. Hurley
, Thomas Brendan Murphy:
Overlapping Stochastic Community Finding. ASONAM 2014: 17-20 - [r1]Isobel Claire Gormley, Thomas Brendan Murphy:
Mixed Membership Models for Rank Data. Handbook of Mixed Membership Models and Their Applications 2014: 441-460 - 2013
- [j12]Marie C. Galligan
, Radka Saldova, Matthew P. Campbell
, Pauline M. Rudd, Thomas Brendan Murphy
:
Greedy feature selection for glycan chromatography data with the generalized Dirichlet distribution. BMC Bioinform. 14: 155 (2013) - [j11]Michael Salter-Townshend
, Thomas Brendan Murphy
:
Variational Bayesian inference for the Latent Position Cluster Model for network data. Comput. Stat. Data Anal. 57(1): 661-671 (2013) - [j10]Aaron F. McDaid, Thomas Brendan Murphy
, Nial Friel
, Neil J. Hurley
:
Improved Bayesian inference for the stochastic block model with application to large networks. Comput. Stat. Data Anal. 60: 12-31 (2013) - [j9]Susie Boyce, Yue Fan, Ronald Watson, Thomas Brendan Murphy
:
Evaluation of prediction models for the staging of prostate cancer. BMC Medical Informatics Decis. Mak. 13: 126 (2013) - [p1]Michael Salter-Townshend
, Thomas Brendan Murphy:
Sentiment Analysis of Online Media. Algorithms from and for Nature and Life 2013: 137-145 - [i3]Mateen Shaikh, Paul David McNicholas, Maria-Luiza Antonie, Thomas Brendan Murphy:
Standardizing Interestingness Measures for Association Rules. CoRR abs/1308.3740 (2013) - 2012
- [j8]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) - [j7]Michael Salter-Townshend
, Arthur J. White
, Isabella Gollini
, Thomas Brendan Murphy:
Review of statistical network analysis: models, algorithms, and software. Stat. Anal. Data Min. 5(4): 243-264 (2012) - [c2]Arthur J. White, Jeffrey Chan, Conor Hayes, Thomas Brendan Murphy:
Mixed Membership Models for Exploring User Roles in Online Fora. ICWSM 2012 - [i2]Aaron F. McDaid, Thomas Brendan Murphy, Nial Friel, Neil J. Hurley:
Model-based clustering in networks with Stochastic Community Finding. CoRR abs/1205.1997 (2012) - [i1]Francois Caron, Yee Whye Teh, Thomas Brendan Murphy:
Bayesian nonparametric Plackett-Luce models for the analysis of clustered ranked data. CoRR abs/1211.5037 (2012) - 2010
- [j6]Paul David McNicholas
, Thomas Brendan Murphy
:
Model-based clustering of microarray expression data via latent Gaussian mixture models. Bioinform. 26(21): 2705-2712 (2010) - [j5]Paul David McNicholas
, Thomas Brendan Murphy
, Aaron F. McDaid, Dermot Frost
:
Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models. Comput. Stat. Data Anal. 54(3): 711-723 (2010)
2000 – 2009
- 2009
- [j4]Yue Fan, Thomas Brendan Murphy
, R. William G. Watson
:
digeR: a graphical user interface R package for analyzing 2D-DIGE data. Bioinform. 25(22): 3033-3034 (2009) - 2008
- [j3]Paul David McNicholas
, Thomas Brendan Murphy
, M. O'Regan:
Standardising the lift of an association rule. Comput. Stat. Data Anal. 52(10): 4712-4721 (2008) - [j2]Paul David McNicholas
, Thomas Brendan Murphy
:
Parsimonious Gaussian mixture models. Stat. Comput. 18(3): 285-296 (2008) - 2006
- [c1]Isobel Claire Gormley, Thomas Brendan Murphy
:
A Latent Space Model for Rank Data. SNA@ICML 2006: 90-102 - 2003
- [j1]Thomas Brendan Murphy
, Donal Martin:
Mixtures of distance-based models for ranking data. Comput. Stat. Data Anal. 41(3-4): 645-655 (2003)
Coauthor Index
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last updated on 2025-05-03 00:03 CEST by the dblp team
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