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Murphy, Thomas Brendan

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Author ID: murphy.thomas-brendan Recent zbMATH articles by "Murphy, Thomas Brendan"
Published as: Murphy, Thomas Brendan; Murphy, T. B.; Murphy, T. Brendan; Brendan Murphy, Thomas; Murphy, Thomas B.
Homepage: https://people.ucd.ie/brendan.murphy
External Links: MGP · ORCID

Publications by Year

Citations contained in zbMATH Open

32 Publications have been cited 356 times in 264 Documents Cited by Year
Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models. Zbl 1464.62131
McNicholas, P. D.; Murphy, T. B.; McDaid, A. F.; Frost, D.
50
2010
Using unlabelled data to update classification rules with applications in food authenticity studies. Zbl 05188723
Dean, Nema; Murphy, Thomas Brendan; Downey, Gerard
31
2006
Mixtures of distance-based models for ranking data. Zbl 1429.62258
Murphy, Thomas Brendan; Martin, Donal
30
2003
A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498
Gormley, Isobel Claire; Murphy, Thomas Brendan
27
2008
Model-based clustering of longitudinal data. Zbl 1190.62120
McNicholas, Paul D.; Murphy, T. Brendan
26
2010
Exploring voting blocs within the Irish electorate. Zbl 1205.62198
Gormley, Isobel Claire; Murphy, Thomas Brendan
18
2008
Computational aspects of fitting mixture models via the expectation-maximization algorithm. Zbl 1255.62180
O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire
18
2012
Clustering with the multivariate normal inverse Gaussian distribution. Zbl 1468.62151
O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire; McNicholas, Paul D.; Karlis, Dimitris
17
2016
Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122
Gollini, Isabella; Murphy, Thomas Brendan
17
2014
Improved Bayesian inference for the stochastic block model with application to large networks. Zbl 1365.62241
McDaid, Aaron F.; Murphy, Thomas Brendan; Friel, Nial; Hurley, Neil J.
15
2013
Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes. Zbl 1454.62153
Caron, François; Teh, Yee Whye; Murphy, Thomas Brendan
15
2014
Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006
Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E.
14
2019
Variable selection and updating in model-based discriminant analysis for high dimensional data with food authenticity applications. Zbl 1189.62105
Murphy, Thomas Brendan; Dean, Nema; Raftery, Adrian E.
13
2010
A grade of membership model for rank data. Zbl 1330.62024
Gormley, Isobel Claire; Murphy, Thomas Brendan
11
2009
Variable selection methods for model-based clustering. Zbl 06875306
Fop, Michael; Murphy, Thomas Brendan
9
2018
Variational Bayesian inference for the latent position cluster model for network data. Zbl 1365.62246
Salter-Townshend, Michael; Murphy, Thomas Brendan
9
2013
Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. Zbl 1342.62112
White, Arthur; Wyse, Jason; Murphy, Thomas Brendan
8
2016
A mixture of experts latent position cluster model for social network data. Zbl 1233.62205
Gormley, Isobel Claire; Murphy, Thomas Brendan
6
2010
Review of statistical network analysis: models, algorithms, and software. Zbl 07260329
Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B.
3
2012
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Zbl 07148719
O’Hagan, Adrian; Murphy, Thomas Brendan; Scrucca, Luca; Gormley, Isobel Claire
3
2019
A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. Zbl 1474.62215
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan
2
2020
Generalized random dot product graph. Zbl 1442.60017
Ng, Tin Lok James; Murphy, Thomas Brendan
2
2019
Standardising the lift of an association rule. Zbl 1452.62097
McNicholas, P. D.; Murphy, T. B.; O’Regan, M.
2
2008
Variable selection for latent class analysis with application to low back pain diagnosis. Zbl 1383.62268
Fop, Michael; Smart, Keith M.; Murphy, Thomas Brendan
2
2017
Standardizing interestingness measures for association rules. Zbl 07260745
Shaikh, Mateen R.; McNicholas, Paul D.; Antonie, M. Luiza; Brendan Murphy, Thomas
1
2018
Exponential family mixed membership models for soft clustering of multivariate data. Zbl 1414.62284
White, Arthur; Murphy, Thomas Brendan
1
2016
Model-based clustering for network data. Zbl 1396.62153
Murphy, Thomas Brendan
1
2016
Latent space modelling of multidimensional networks with application to the exchange of votes in Eurovision song contest. Zbl 1423.62168
D’Angelo, Silvia; Murphy, Thomas Brendan; Alfò, Marco
1
2019
Anomaly and novelty detection for robust semi-supervised learning. Zbl 1461.62015
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan
1
2020
Model-based clustering with sparse covariance matrices. Zbl 1430.62131
Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca
1
2019
Mixtures of biased sentiment analysers. Zbl 1474.62245
Salter-Townshend, Michael; Murphy, Thomas Brendan
1
2014
Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109
Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B.
1
2021
Centered partition processes: informative priors for clustering (with discussion). Zbl 1483.62109
Paganin, Sally; Herring, Amy H.; Olshan, Andrew F.; Dunson, David B.
1
2021
A robust approach to model-based classification based on trimming and constraints. Semi-supervised learning in presence of outliers and label noise. Zbl 1474.62215
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan
2
2020
Anomaly and novelty detection for robust semi-supervised learning. Zbl 1461.62015
Cappozzo, Andrea; Greselin, Francesca; Murphy, Thomas Brendan
1
2020
Model-based clustering and classification for data science. With applications in R. Zbl 1436.62006
Bouveyron, Charles; Celeux, Gilles; Murphy, T. Brendan; Raftery, Adrian E.
14
2019
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap. Zbl 07148719
O’Hagan, Adrian; Murphy, Thomas Brendan; Scrucca, Luca; Gormley, Isobel Claire
3
2019
Generalized random dot product graph. Zbl 1442.60017
Ng, 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 1423.62168
D’Angelo, Silvia; Murphy, Thomas Brendan; Alfò, Marco
1
2019
Model-based clustering with sparse covariance matrices. Zbl 1430.62131
Fop, Michael; Murphy, Thomas Brendan; Scrucca, Luca
1
2019
Variable selection methods for model-based clustering. Zbl 06875306
Fop, Michael; Murphy, Thomas Brendan
9
2018
Standardizing interestingness measures for association rules. Zbl 07260745
Shaikh, 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 1383.62268
Fop, Michael; Smart, Keith M.; Murphy, Thomas Brendan
2
2017
Clustering with the multivariate normal inverse Gaussian distribution. Zbl 1468.62151
O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire; McNicholas, Paul D.; Karlis, Dimitris
17
2016
Bayesian variable selection for latent class analysis using a collapsed Gibbs sampler. Zbl 1342.62112
White, Arthur; Wyse, Jason; Murphy, Thomas Brendan
8
2016
Exponential family mixed membership models for soft clustering of multivariate data. Zbl 1414.62284
White, Arthur; Murphy, Thomas Brendan
1
2016
Model-based clustering for network data. Zbl 1396.62153
Murphy, Thomas Brendan
1
2016
Mixture of latent trait analyzers for model-based clustering of categorical data. Zbl 1325.62122
Gollini, Isabella; Murphy, Thomas Brendan
17
2014
Bayesian nonparametric Plackett-Luce models for the analysis of preferences for college degree programmes. Zbl 1454.62153
Caron, François; Teh, Yee Whye; Murphy, Thomas Brendan
15
2014
Mixtures of biased sentiment analysers. Zbl 1474.62245
Salter-Townshend, Michael; Murphy, Thomas Brendan
1
2014
Improved Bayesian inference for the stochastic block model with application to large networks. Zbl 1365.62241
McDaid, Aaron F.; Murphy, Thomas Brendan; Friel, Nial; Hurley, Neil J.
15
2013
Variational Bayesian inference for the latent position cluster model for network data. Zbl 1365.62246
Salter-Townshend, Michael; Murphy, Thomas Brendan
9
2013
Computational aspects of fitting mixture models via the expectation-maximization algorithm. Zbl 1255.62180
O’Hagan, Adrian; Murphy, Thomas Brendan; Gormley, Isobel Claire
18
2012
Review of statistical network analysis: models, algorithms, and software. Zbl 07260329
Salter-townshend, M.; White, A.; Gollini, I.; Murphy, T. B.
3
2012
Serial and parallel implementations of model-based clustering via parsimonious Gaussian mixture models. Zbl 1464.62131
McNicholas, P. D.; Murphy, T. B.; McDaid, A. F.; Frost, D.
50
2010
Model-based clustering of longitudinal data. Zbl 1190.62120
McNicholas, Paul D.; Murphy, T. Brendan
26
2010
Variable selection and updating in model-based discriminant analysis for high dimensional data with food authenticity applications. Zbl 1189.62105
Murphy, Thomas Brendan; Dean, Nema; Raftery, Adrian E.
13
2010
A mixture of experts latent position cluster model for social network data. Zbl 1233.62205
Gormley, Isobel Claire; Murphy, Thomas Brendan
6
2010
A grade of membership model for rank data. Zbl 1330.62024
Gormley, Isobel Claire; Murphy, Thomas Brendan
11
2009
A mixture of experts model for rank data with applications in election studies. Zbl 1454.62498
Gormley, Isobel Claire; Murphy, Thomas Brendan
27
2008
Exploring voting blocs within the Irish electorate. Zbl 1205.62198
Gormley, Isobel Claire; Murphy, Thomas Brendan
18
2008
Standardising the lift of an association rule. Zbl 1452.62097
McNicholas, P. D.; Murphy, T. B.; O’Regan, M.
2
2008
Using unlabelled data to update classification rules with applications in food authenticity studies. Zbl 05188723
Dean, Nema; Murphy, Thomas Brendan; Downey, Gerard
31
2006
Mixtures of distance-based models for ranking data. Zbl 1429.62258
Murphy, Thomas Brendan; Martin, Donal
30
2003
all top 5

Cited by 438 Authors

36 McNicholas, Paul D.
20 Murphy, Thomas Brendan
12 Punzo, Antonio
11 Bouveyron, Charles
11 Lin, Tsung I.
10 Browne, Ryan P.
8 Ingrassia, Salvatore
6 Biernacki, Christophe
6 Gormley, Isobel Claire
6 Greselin, Francesca
6 Latouche, Pierre
6 Melnykov, Volodymyr
5 Andrews, Jeffrey L.
5 Friel, Nial
5 Marbac, Matthieu
5 McLachlan, Geoffrey John
5 Subedi, Sanjeena
5 Wang, Wan-Lun
5 Zhu, Xuwen
4 Anderlucci, Laura
4 Cappozzo, Andrea
4 D’Ambrosio, Antonio
4 Jamalizadeh, Ahad
4 Lee, Sharon X.
4 O’Hagan, Adrian
4 White, Arthur T.
4 Yu, Philip Leung Ho
3 Alquier, Pierre
3 Caron, François
3 Fop, Michael
3 Frühwirth-Schnatter, Sylvia
3 Galimberti, Giuliano
3 Gutiérrez, Luis Miguel
3 Jacques, Julien
3 Lee, Paul H.
3 McCormick, Tyler H.
3 Naderi, Mehrdad
3 Ng, Tin Lok James
3 Ranalli, Monia
3 Rastelli, Riccardo
3 Rocci, Roberto
3 Sarkar, Shuchismita
3 Sedki, Mohammed A.
3 Siciliano, Roberta
3 Soffritti, Gabriele
3 Vandewalle, Vincent
3 Viroli, Cinzia
3 Vittadini, Giorgio
2 Alfò, Marco
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 Corneli, Marco
2 De Baets, Bernard
2 Dean, Nema
2 Favaro, Stefano
2 Fosdick, Bailey K.
2 Gallaugher, Michael P. B.
2 Girard, Stéphane
2 Hall, Peter Gavin
2 Hennig, Christian
2 Iorio, Carmela
2 Irurozki, Ekhine
2 Jouvin, Nicolas
2 Karlis, Dimitris
2 Kawano, Shuichi
2 Liu, Jun S.
2 Lozano, Jose A.
2 McParland, Damien
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 Schweinberger, Michael
2 Tang, Yang
2 Tardella, Luca
2 Tortora, Cristina
2 Verwaeren, Jan
2 Waegeman, Willem
2 Wei, Yuhong
2 Westling, Ted
2 Zreik, Rawya
1 Abbas, Nasir
1 Agueusop, Inoncent
1 Ahfock, Daniel C.
1 Aitkin, Murray A.
1 Albi, Mariana
1 Alvarez, Agustín
1 Amodio, Sonia
1 Arabpour, Alireza
...and 338 more Authors
all top 5

Cited in 67 Serials

43 Computational Statistics and Data Analysis
35 Statistics and Computing
20 Advances in Data Analysis and Classification. ADAC
17 The Annals of Applied Statistics
16 Journal of Classification
7 Journal of the American Statistical Association
7 Journal of Multivariate Analysis
7 Journal of Applied Statistics
5 Journal of Statistical Planning and Inference
5 Computational Statistics
5 Journal of Computational and Graphical Statistics
4 Psychometrika
4 The Annals of Statistics
4 Statistical Science
4 Communications in Statistics. Simulation and Computation
4 Statistical Methods and Applications
3 Metron
3 Journal of Statistical Computation and Simulation
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 Statistics & Probability Letters
2 Communications in Statistics. Theory and Methods
2 European Journal of Operational Research
2 Test
2 Statistical Papers
2 Bernoulli
2 Data Mining and Knowledge Discovery
2 Brazilian Journal of Probability and Statistics
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 Statistica Sinica
1 Electronic Communications in Probability
1 The Journal of Fourier Analysis and Applications
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

Citations by Year