Edit Profile (opens in new tab) Murphy, Thomas Brendan Compute Distance To: Compute Author ID: murphy.thomas-brendan Published as: Murphy, Thomas Brendan; Murphy, T. B.; Murphy, T. Brendan; Brendan Murphy, Thomas; Murphy, Thomas B. more...less Homepage: https://people.ucd.ie/brendan.murphy External Links: MGP · ORCID Documents Indexed: 45 Publications since 2002, including 1 Book 2 Contributions as Editor · 1 Further Contribution Co-Authors: 41 Co-Authors with 44 Joint Publications 573 Co-Co-Authors all top 5 Co-Authors 3 single-authored 7 Gormley, Isobel Claire 7 Ng, Tin Lok James 5 Fop, Michael 5 McNicholas, Paul D. 4 Greselin, Francesca 3 Cappozzo, Andrea 3 O’Hagan, Adrian 3 Salter-Townshend, Michael 3 White, Arthur T. 2 Bouveyron, Charles 2 Casa, Alessandro 2 Dean, Nema 2 Fosdick, Bailey K. 2 Gollini, Isabella 2 McCormick, Tyler H. 2 McDaid, Aaron F. 2 Raftery, Adrian E. 2 Scrucca, Luca 2 Westling, Ted 1 Alfò, Marco 1 Aliverti, Emanuele 1 Antoniano-Villalobos, Isadora 1 Antonie, M. Luiza 1 Avalos-Pacheco, Alejandra 1 Brubaker, Nicholas D. 1 Canale, Antonio 1 Caron, François 1 Celeux, Gilles 1 Dahl, David B. 1 D’Angelo, Laura A. M. 1 D’Angelo, Silvia 1 De Vito, Roberta 1 Downey, Gerard 1 Dunson, David Brian 1 Friel, Nial 1 Giudici, Paolo 1 Hartigan, John A. 1 Hennig, Christian 1 Herring, Amy H. 1 Hurley, Neil J. 1 Jensen, Thomas P. 1 Karlis, Dimitris 1 Martin, Donal 1 Mattei, Pierre-Alexandre 1 McParland, Damien 1 Murphy, Keefe 1 Negron, K. Oskar 1 O’Callaghan, Tom F. 1 Olshan, Andrew F. 1 O’Regan, M. 1 Paganin, Sally 1 Rampichini, Carla 1 Rigon, Tommaso 1 Russo, Massimiliano 1 Scarpa, Bruno 1 Shaikh, Mateen R. 1 Smart, Keith M. 1 Smith, Adam N. H. 1 Teh, Yee Whye 1 Villa, Cristiano 1 Wade, Sara 1 Warr, Richard L. 1 Wyse, Jason all top 5 Serials 8 Computational Statistics and Data Analysis 7 The Annals of Applied Statistics 6 Advances in Data Analysis and Classification. ADAC 4 Statistical Analysis and Data Mining 4 Statistics and Computing 2 The Canadian Journal of Statistics 2 Bayesian Analysis 1 Journal of the American Statistical Association 1 Journal of Statistical Planning and Inference 1 Statistics & Probability Letters 1 Journal of Classification 1 Computational Statistics 1 Experimental Mathematics 1 Journal of the Royal Statistical Society. Series C. Applied Statistics 1 Statistical Methods and Applications 1 Statistical Methodology 1 Cambridge Series in Statistical and Probabilistic Mathematics 1 Statistics Surveys 1 Journal of Computational and Graphical Statistics all top 5 Fields 45 Statistics (62-XX) 7 Numerical analysis (65-XX) 5 Computer science (68-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Combinatorics (05-XX) 2 General and overarching topics; collections (00-XX) 2 Probability theory and stochastic processes (60-XX) 1 Differential geometry (53-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 35 Publications have been cited 419 times in 297 Documents Cited by ▼ Year ▼ Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models. Zbl 1464.62131McNicholas, P. D.; Murphy, T. B.; McDaid, A. F.; Frost, D. 55 2010 Mixtures of distance-based models for ranking data. Zbl 1429.62258Murphy, Thomas Brendan; Martin, Donal 35 2003 A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498Gormley, Isobel Claire; Murphy, Thomas Brendan 31 2008 Using unlabelled data to update classification rules with applications in food authenticity studies. Zbl 1490.62155Dean, Nema; Murphy, Thomas Brendan; Downey, Gerard 31 2006 Model-based clustering of longitudinal data. Zbl 1190.62120McNicholas, Paul D.; Murphy, T. Brendan 27 2010 Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E. 25 2019 Exploring voting blocs within the Irish electorate. Zbl 1205.62198Gormley, Isobel Claire; Murphy, Thomas Brendan 22 2008 Clustering with the multivariate normal inverse Gaussian distribution. Zbl 1468.62151O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire; McNicholas, Paul D.; Karlis, Dimitris 19 2016 Computational aspects of fitting mixture models via the expectation-maximization algorithm. Zbl 1255.62180O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire 19 2012 Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122Gollini, Isabella; Murphy, Thomas Brendan 17 2014 Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes. Zbl 1454.62153Caron, François; Teh, Yee Whye; Murphy, Thomas Brendan 16 2014 Improved Bayesian inference for the stochastic block model with application to large networks. Zbl 1365.62241McDaid, Aaron F.; Murphy, Thomas Brendan; Friel, Nial; Hurley, Neil J. 16 2013 Variable selection and updating in model-based discriminant analysis for high dimensional data with food authenticity applications. Zbl 1189.62105Murphy, Thomas Brendan; Dean, Nema; Raftery, Adrian E. 15 2010 A grade of membership model for rank data. Zbl 1330.62024Gormley, Isobel Claire; Murphy, Thomas Brendan 14 2009 Variable selection methods for model-based clustering. Zbl 1496.62105Fop, Michael; Murphy, Thomas Brendan 14 2018 Variational Bayesian inference for the latent position cluster model for network data. Zbl 1365.62246Salter-Townshend, Michael; Murphy, Thomas Brendan 13 2013 Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. Zbl 1342.62112White, Arthur; Wyse, Jason; Murphy, Thomas Brendan 8 2016 A mixture of experts latent position cluster model for social network data. Zbl 1233.62205Gormley, Isobel Claire; Murphy, Thomas Brendan 7 2010 Review of statistical network analysis: models, algorithms, and software. Zbl 07260329Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B. 6 2012 Variable selection for latent class analysis with application to low back pain diagnosis. Zbl 1383.62268Fop, Michael; Smart, Keith M.; Murphy, Thomas Brendan 3 2017 Gaussian parsimonious clustering models with covariates and a noise component. Zbl 1474.62240Murphy, Keefe; Murphy, Thomas Brendan 3 2020 Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Zbl 07148719O’Hagan, Adrian; Murphy, Thomas Brendan; Scrucca, Luca; Gormley, Isobel Claire 3 2019 Model-based clustering with sparse covariance matrices. Zbl 1430.62131Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca 3 2019 Standardising the lift of an association rule. Zbl 1452.62097McNicholas, P. D.; Murphy, T. B.; O’Regan, M. 2 2008 Generalized random dot product graph. Zbl 1442.60017Ng, Tin Lok James; Murphy, Thomas Brendan 2 2019 A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. Zbl 1474.62215Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan 2 2020 Latent space modelling of multidimensional networks with application to the exchange of votes in Eurovision song contest. Zbl 1423.62168D’Angelo, Silvia; Murphy, Thomas Brendan; Alfò, Marco 2 2019 Anomaly and novelty detection for robust semi-supervised learning. Zbl 1461.62015Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan 2 2020 Multiresolution network models. Zbl 07499021Fosdick, Bailey K.; McCormick, Tyler H.; Murphy, Thomas Brendan; Ng, Tin Lok James; Westling, Ted 2 2019 Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel. Zbl 1498.62326Ng, Tin Lok James; Murphy, Thomas Brendan; Westling, Ted; Mccormick, Tyler H.; Fosdick, Bailey 1 2021 Mixtures of biased sentiment analysers. Zbl 1474.62245Salter-Townshend, Michael; Murphy, Thomas Brendan 1 2014 Exponential family mixed membership models for soft clustering of multivariate data. Zbl 1414.62284White, Arthur; Murphy, Thomas Brendan 1 2016 Model-based clustering for network data. Zbl 1396.62153Murphy, Thomas Brendan 1 2016 Standardizing interestingness measures for association rules. Zbl 07260745Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas 1 2018 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 1 2021 Modeling the social media relationships of Irish politicians using a generalized latent space stochastic blockmodel. Zbl 1498.62326Ng, Tin Lok James; Murphy, Thomas Brendan; Westling, Ted; Mccormick, Tyler H.; Fosdick, Bailey 1 2021 Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B. 1 2021 Gaussian parsimonious clustering models with covariates and a noise component. Zbl 1474.62240Murphy, Keefe; Murphy, Thomas Brendan 3 2020 A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. Zbl 1474.62215Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan 2 2020 Anomaly and novelty detection for robust semi-supervised learning. Zbl 1461.62015Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan 2 2020 Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E. 25 2019 Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Zbl 07148719O’Hagan, Adrian; Murphy, Thomas Brendan; Scrucca, Luca; Gormley, Isobel Claire 3 2019 Model-based clustering with sparse covariance matrices. Zbl 1430.62131Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca 3 2019 Generalized random dot product graph. Zbl 1442.60017Ng, Tin Lok James; Murphy, Thomas Brendan 2 2019 Latent space modelling of multidimensional networks with application to the exchange of votes in Eurovision song contest. Zbl 1423.62168D’Angelo, Silvia; Murphy, Thomas Brendan; Alfò, Marco 2 2019 Multiresolution network models. Zbl 07499021Fosdick, Bailey K.; McCormick, Tyler H.; Murphy, Thomas Brendan; Ng, Tin Lok James; Westling, Ted 2 2019 Variable selection methods for model-based clustering. Zbl 1496.62105Fop, Michael; Murphy, Thomas Brendan 14 2018 Standardizing interestingness measures for association rules. Zbl 07260745Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas 1 2018 Variable selection for latent class analysis with application to low back pain diagnosis. Zbl 1383.62268Fop, Michael; Smart, Keith M.; Murphy, Thomas Brendan 3 2017 Clustering with the multivariate normal inverse Gaussian distribution. Zbl 1468.62151O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire; McNicholas, Paul D.; Karlis, Dimitris 19 2016 Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. Zbl 1342.62112White, Arthur; Wyse, Jason; Murphy, Thomas Brendan 8 2016 Exponential family mixed membership models for soft clustering of multivariate data. Zbl 1414.62284White, Arthur; Murphy, Thomas Brendan 1 2016 Model-based clustering for network data. Zbl 1396.62153Murphy, Thomas Brendan 1 2016 Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122Gollini, Isabella; Murphy, Thomas Brendan 17 2014 Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes. Zbl 1454.62153Caron, François; Teh, Yee Whye; Murphy, Thomas Brendan 16 2014 Mixtures of biased sentiment analysers. Zbl 1474.62245Salter-Townshend, Michael; Murphy, Thomas Brendan 1 2014 Improved Bayesian inference for the stochastic block model with application to large networks. Zbl 1365.62241McDaid, Aaron F.; Murphy, Thomas Brendan; Friel, Nial; Hurley, Neil J. 16 2013 Variational Bayesian inference for the latent position cluster model for network data. Zbl 1365.62246Salter-Townshend, Michael; Murphy, Thomas Brendan 13 2013 Computational aspects of fitting mixture models via the expectation-maximization algorithm. Zbl 1255.62180O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire 19 2012 Review of statistical network analysis: models, algorithms, and software. Zbl 07260329Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B. 6 2012 Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models. Zbl 1464.62131McNicholas, P. D.; Murphy, T. B.; McDaid, A. F.; Frost, D. 55 2010 Model-based clustering of longitudinal data. Zbl 1190.62120McNicholas, Paul D.; Murphy, T. Brendan 27 2010 Variable selection and updating in model-based discriminant analysis for high dimensional data with food authenticity applications. Zbl 1189.62105Murphy, Thomas Brendan; Dean, Nema; Raftery, Adrian E. 15 2010 A mixture of experts latent position cluster model for social network data. Zbl 1233.62205Gormley, Isobel Claire; Murphy, Thomas Brendan 7 2010 A grade of membership model for rank data. Zbl 1330.62024Gormley, Isobel Claire; Murphy, Thomas Brendan 14 2009 A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498Gormley, Isobel Claire; Murphy, Thomas Brendan 31 2008 Exploring voting blocs within the Irish electorate. Zbl 1205.62198Gormley, Isobel Claire; Murphy, Thomas Brendan 22 2008 Standardising the lift of an association rule. Zbl 1452.62097McNicholas, P. D.; Murphy, T. B.; O’Regan, M. 2 2008 Using unlabelled data to update classification rules with applications in food authenticity studies. Zbl 1490.62155Dean, Nema; Murphy, Thomas Brendan; Downey, Gerard 31 2006 Mixtures of distance-based models for ranking data. Zbl 1429.62258Murphy, Thomas Brendan; Martin, Donal 35 2003 all cited Publications top 5 cited Publications all top 5 Cited by 496 Authors 37 McNicholas, Paul D. 22 Murphy, Thomas Brendan 14 Bouveyron, Charles 13 Punzo, Antonio 12 Browne, Ryan P. 11 Lin, Tsung I. 8 Ingrassia, Salvatore 7 Latouche, Pierre 6 Biernacki, Christophe 6 Gormley, Isobel Claire 6 Greselin, Francesca 6 Jamalizadeh, Ahad 6 Melnykov, Volodymyr 6 Subedi, Sanjeena 5 Andrews, Jeffrey L. 5 Cappozzo, Andrea 5 Fop, Michael 5 Friel, Nial 5 Marbac, Matthieu 5 McLachlan, Geoffrey John 5 Wang, Wan-Lun 5 Zhu, Xuwen 4 Anderlucci, Laura 4 Casa, Alessandro 4 D’Ambrosio, Antonio 4 Jacques, Julien 4 Lee, Sharon X. 4 Naderi, Mehrdad 4 O’Hagan, Adrian 4 White, Arthur T. 4 Yu, Philip Leung Ho 3 Alquier, Pierre 3 Caron, François 3 Frühwirth-Schnatter, Sylvia 3 Galimberti, Giuliano 3 Gallaugher, Michael P. B. 3 Girard, Stéphane 3 Gutiérrez, Luis Miguel 3 Jouvin, Nicolas 3 Karlis, Dimitris 3 Lee, Paul H. 3 Liu, Jun S. 3 McCormick, Tyler H. 3 Ng, Tin Lok James 3 Ranalli, Monia 3 Rastelli, Riccardo 3 Rocci, Roberto 3 Sarkar, Shuchismita 3 Schweinberger, Michael 3 Sedki, Mohammed A. 3 Siciliano, Roberta 3 Soffritti, Gabriele 3 Tortora, Cristina 3 Vandewalle, Vincent 3 Viroli, Cinzia 3 Vittadini, Giorgio 2 Alfò, Marco 2 Arabpour, Alireza 2 Berbeglia, Gerardo 2 Bhattacharya, Anirban 2 Burda, Michal 2 Calvo, Borja 2 Castro, Luis Mauricio 2 Celeux, Gilles 2 Chérief-Abdellatif, Badr-Eddine 2 Côme, Etienne 2 Corneli, Marco 2 De Baets, Bernard 2 Dean, Nema 2 Fauvel, Mathieu 2 Favaro, Stefano 2 Fosdick, Bailey K. 2 Hall, Peter Gavin 2 Hennig, Christian 2 Hung, Wenliang 2 Iorio, Carmela 2 Irurozki, Ekhine 2 Kawano, Shuichi 2 Lachos Dávila, Víctor Hugo 2 Lozano, Jose A. 2 Mattei, Pierre-Alexandre 2 McParland, Damien 2 Menardi, Giovanna 2 Minotti, Simona Caterina 2 Mollica, Cristina 2 Montanari, Angela 2 Morris, Katherine 2 Murray, Paula M. 2 Papastamoulis, Panagiotis 2 Pati, Debdeep 2 Pettitt, Anthony N. 2 Piccolo, Domenico 2 Quintana, Fernando Andrés 2 Schmutz, Amandine 2 Sewell, Daniel K. 2 Tang, Yang 2 Tardella, Luca 2 Verwaeren, Jan 2 Waegeman, Willem 2 Wei, Yuhong ...and 396 more Authors all top 5 Cited in 68 Serials 44 Computational Statistics and Data Analysis 36 Statistics and Computing 27 Advances in Data Analysis and Classification. ADAC 22 The Annals of Applied Statistics 19 Journal of Classification 8 Journal of Applied Statistics 7 Journal of the American Statistical Association 7 Journal of Multivariate Analysis 7 Communications in Statistics. Simulation and Computation 7 Journal of Computational and Graphical Statistics 6 Statistical Methods and Applications 5 The Annals of Statistics 5 Journal of Statistical Planning and Inference 5 Statistical Science 5 Computational Statistics 4 Psychometrika 3 Metron 3 Statistics & Probability Letters 3 Communications in Statistics. Theory and Methods 3 Journal of Statistical Computation and Simulation 3 Brazilian Journal of Probability and Statistics 3 Statistical Modelling 3 Journal of Machine Learning Research (JMLR) 3 Electronic Journal of Statistics 2 The Canadian Journal of Statistics 2 Information Sciences 2 European Journal of Operational Research 2 Test 2 Statistical Papers 2 Statistica Sinica 2 Bernoulli 2 Data Mining and Knowledge Discovery 2 Statistical Analysis and Data Mining 2 Sankhyā. Series A 1 Applied Mathematics and Computation 1 Biometrical Journal 1 Fuzzy Sets and Systems 1 Journal of Econometrics 1 Journal of Mathematical Psychology 1 Operations Research 1 Insurance Mathematics & Economics 1 Operations Research Letters 1 Social Choice and Welfare 1 Acta Mathematicae Applicatae Sinica. English Series 1 Journal of Symbolic Computation 1 Algorithmica 1 Computers & Operations Research 1 International Journal of Approximate Reasoning 1 Neural Computation 1 Pattern Recognition 1 Electronic Communications in Probability 1 The Journal of Fourier Analysis and Applications 1 Journal of Nonparametric Statistics 1 Chaos 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Fundamenta Informaticae 1 Methodology and Computing in Applied Probability 1 Statistical Applications in Genetics and Molecular Biology 1 North American Actuarial Journal 1 International Journal of Computational Methods 1 Statistical Methodology 1 Journal of the Korean Statistical Society 1 AStA. Advances in Statistical Analysis 1 Advances in Fuzzy Systems 1 Statistics Surveys 1 Bayesian Analysis 1 Dependence Modeling 1 SIAM Journal on Mathematics of Data Science all top 5 Cited in 18 Fields 278 Statistics (62-XX) 38 Numerical analysis (65-XX) 29 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 24 Computer science (68-XX) 13 Probability theory and stochastic processes (60-XX) 9 Combinatorics (05-XX) 5 Operations research, mathematical programming (90-XX) 5 Biology and other natural sciences (92-XX) 2 General and overarching topics; collections (00-XX) 2 Functional analysis (46-XX) 1 General algebraic systems (08-XX) 1 Algebraic geometry (14-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Astronomy and astrophysics (85-XX) 1 Geophysics (86-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year