Thomas Brendan Murphy

47 papers A 1B 1Journal 42Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context. CoRR Marion Bartl, Thomas Brendan Murphy, Susan Leavy
2025	J	`jnl`	Partial membership models for soft clustering of multivariate football player performance data. Comput. Stat. Emiliano Seri, Roberto Rocci, Thomas Brendan Murphy
2024	J	`jnl`	An age-cohort simulation model for generating COVID-19 scenarios: A study from Ireland's pandemic response. Eur. J. Oper. Res. Jim Duggan, Jair Andrade, Thomas Brendan Murphy, James P. Gleeson, Cathal Walsh, Philip Nolan
2024	J	`jnl`	Special issue on "advances in models and learning for clustering and classification". Adv. Data Anal. Classif. Luis Angel García-Escudero, Salvatore Ingrassia, Thomas Brendan Murphy
2023	J	`jnl`	CLADAG 2021 special issue: Selected papers on classification and data analysis. Stat. Anal. Data Min. Chiara Bocci, Anna Gottard, Thomas Brendan Murphy, Giovanni Camillo Porzio
2022	J	`jnl`	Model-based clustering for random hypergraphs. Adv. Data Anal. Classif. Tin Lok James Ng, Thomas Brendan Murphy
2022	J	`jnl`	Unobserved classes and extra variables in high-dimensional discriminant analysis. Adv. Data Anal. Classif. Michael Fop, Pierre-Alexandre Mattei, Charles Bouveyron, Thomas Brendan Murphy
2021	J	`jnl`	CLADAG 2019 Special Issue: Selected Papers on Classification and Data Analysis. Stat. Anal. Data Min. Francesca Greselin, Thomas Brendan Murphy, Giovanni Camillo Porzio, Domenico Vistocco
2021	J	`jnl`	Model-based Clustering of Count Processes. J. Classif. Tin Lok James Ng, Thomas Brendan Murphy
2021	J	`jnl`	Robust variable selection for model-based learning in presence of adulteration. Comput. Stat. Data Anal. Andrea Cappozzo, Francesca Greselin, Thomas Brendan Murphy
2020	J	`jnl`	A risk calculator to inform the need for a prostate biopsy: a rapid access clinic cohort. BMC Medical Informatics Decis. Mak. 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
2020	J	`jnl`	A robust approach to model-based classification based on trimming and constraints. Adv. Data Anal. Classif. Andrea Cappozzo, Francesca Greselin, Thomas Brendan Murphy
2020	J	`jnl`	Anomaly and Novelty detection for robust semi-supervised learning. Stat. Comput. Andrea Cappozzo, Francesca Greselin, Thomas Brendan Murphy
2020	J	`jnl`	Gaussian parsimonious clustering models with covariates and a noise component. Adv. Data Anal. Classif. Keefe Murphy, Thomas Brendan Murphy
2020	J	`jnl`	Handling missing data in model-based clustering. CoRR Alessio Serafini, Thomas Brendan Murphy, Luca Scrucca
2019	J	`jnl`	Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Comput. Stat. Adrian O'Hagan, Thomas Brendan Murphy, Luca Scrucca, Isobel Claire Gormley
2019	J	`jnl`	Model-based clustering with sparse covariance matrices. Stat. Comput. Michael Fop, Thomas Brendan Murphy, Luca Scrucca
2018	J	`jnl`	Standardizing interestingness measures for association rules. Stat. Anal. Data Min. Mateen Shaikh, Paul D. McNicholas, Maria-Luiza Antonie, Thomas Brendan Murphy
2017	J	`jnl`	CLADAG 2015 special issue: Selected papers on classification and data analysis. Stat. Anal. Data Min. Paolo Giudici, Francesca Greselin, Thomas Brendan Murphy, Carla Rampichini
2016	J	`jnl`	Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. Stat. Comput. Arthur J. White, Jason Wyse, Thomas Brendan Murphy
2016	J	`jnl`	Clustering with the multivariate normal inverse Gaussian distribution. Comput. Stat. Data Anal. Adrian O'Hagan, Thomas Brendan Murphy, Isobel Claire Gormley, Paul D. McNicholas, Dimitris Karlis
2016	J	`jnl`	Exponential family mixed membership models for soft clustering of multivariate data. Adv. Data Anal. Classif. Arthur J. White, Thomas Brendan Murphy
2016	J	`jnl`	Mixed-membership of experts stochastic blockmodel. Netw. Sci. Arthur J. White, Thomas Brendan Murphy
2016	J	`jnl`	Statistical thinking and practice. Stat. Anal. Data Min. Thomas Brendan Murphy
2016	J	`jnl`	mclust 5: Clustering, Classification and Density Estimation Using Gaussian Finite Mixture Models. R J. Luca Scrucca, Michael Fop, Thomas Brendan Murphy, Adrian E. Raftery
2014	—	`ch.`	Mixed Membership Models for Rank Data. Handbook of Mixed Membership Models and Their Applications Isobel Claire Gormley, Thomas Brendan Murphy
2014	J	`jnl`	Mixture of latent trait analyzers for model-based clustering of categorical data. Stat. Comput. Isabella Gollini, Thomas Brendan Murphy
2014	J	`jnl`	Mixtures of biased sentiment analysers. Adv. Data Anal. Classif. Michael Salter-Townshend, Thomas Brendan Murphy
2014	B	`conf`	Overlapping Stochastic Community Finding. ASONAM Aaron F. McDaid, Neil J. Hurley, Thomas Brendan Murphy
2013	J	`jnl`	Evaluation of prediction models for the staging of prostate cancer. BMC Medical Informatics Decis. Mak. Susie Boyce, Yue Fan, Ronald Watson, Thomas Brendan Murphy
2013	J	`jnl`	Greedy feature selection for glycan chromatography data with the generalized Dirichlet distribution. BMC Bioinform. Marie C. Galligan, Radka Saldova, Matthew P. Campbell, Pauline M. Rudd, Thomas Brendan Murphy
2013	J	`jnl`	Improved Bayesian inference for the stochastic block model with application to large networks. Comput. Stat. Data Anal. Aaron F. McDaid, Thomas Brendan Murphy, Nial Friel, Neil J. Hurley
2013	—	`ch.`	Sentiment Analysis of Online Media. Algorithms from and for Nature and Life Michael Salter-Townshend, Thomas Brendan Murphy
2013	J	`jnl`	Standardizing Interestingness Measures for Association Rules. CoRR Mateen Shaikh, Paul David McNicholas, Maria-Luiza Antonie, Thomas Brendan Murphy
2013	J	`jnl`	Variational Bayesian inference for the Latent Position Cluster Model for network data. Comput. Stat. Data Anal. Michael Salter-Townshend, Thomas Brendan Murphy
2012	J	`jnl`	Bayesian nonparametric Plackett-Luce models for the analysis of clustered ranked data CoRR Francois Caron, Yee Whye Teh, Thomas Brendan Murphy
2012	J	`jnl`	Computational aspects of fitting mixture models via the expectation-maximization algorithm. Comput. Stat. Data Anal. Adrian O'Hagan, Thomas Brendan Murphy, Isobel Claire Gormley
2012	A	`conf`	Mixed Membership Models for Exploring User Roles in Online Fora. ICWSM Arthur J. White, Jeffrey Chan, Conor Hayes, Thomas Brendan Murphy
2012	J	`jnl`	Model-based clustering in networks with Stochastic Community Finding CoRR Aaron F. McDaid, Thomas Brendan Murphy, Nial Friel, Neil J. Hurley
2012	J	`jnl`	Review of statistical network analysis: models, algorithms, and software. Stat. Anal. Data Min. Michael Salter-Townshend, Arthur J. White, Isabella Gollini, Thomas Brendan Murphy
2010	J	`jnl`	Model-based clustering of microarray expression data via latent Gaussian mixture models. Bioinform. Paul David McNicholas, Thomas Brendan Murphy
2010	J	`jnl`	Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models. Comput. Stat. Data Anal. Paul David McNicholas, Thomas Brendan Murphy, Aaron F. McDaid, Dermot Frost
2009	J	`jnl`	digeR: a graphical user interface R package for analyzing 2D-DIGE data. Bioinform. Yue Fan, Thomas Brendan Murphy, R. William G. Watson
2008	J	`jnl`	Parsimonious Gaussian mixture models. Stat. Comput. Paul David McNicholas, Thomas Brendan Murphy
2008	J	`jnl`	Standardising the lift of an association rule. Comput. Stat. Data Anal. Paul David McNicholas, Thomas Brendan Murphy, M. O'Regan
2006	—	`conf`	A Latent Space Model for Rank Data. SNA@ICML Isobel Claire Gormley, Thomas Brendan Murphy
2003	J	`jnl`	Mixtures of distance-based models for ranking data. Comput. Stat. Data Anal. Thomas Brendan Murphy, Donal Martin