AI-based modeling and data-driven evaluation for smart manufacturing processes M Ghahramani, Y Qiao, MC Zhou, A O'Hagan, J Sweeney IEEE/CAA Journal of Automatica Sinica 7 (4), 1026-1037, 2020 | 167 | 2020 |
Clustering with the multivariate normal inverse Gaussian distribution A O’Hagan, TB Murphy, IC Gormley, PD McNicholas, D Karlis Computational Statistics & Data Analysis 93, 18-30, 2016 | 94 | 2016 |
Computational aspects of fitting mixture models via the expectation–maximization algorithm A O’Hagan, TB Murphy, IC Gormley Computational Statistics & Data Analysis 56 (12), 3843-3864, 2012 | 46 | 2012 |
Investigation of parameter uncertainty in clustering using a Gaussian mixture model via jackknife, bootstrap and weighted likelihood bootstrap A O’Hagan, TB Murphy, L Scrucca, IC Gormley Computational Statistics 34 (4), 1779-1813, 2019 | 45* | 2019 |
A spatial machine learning model for analysing customers’ lapse behaviour in life insurance S Hu, A O’Hagan, J Sweeney, M Ghahramani Annals of Actuarial Science 15 (2), 367-393, 2021 | 18 | 2021 |
Intelligent geodemographic clustering based on neural network and particle swarm optimization M Ghahramani, A O’Hagan, M Zhou, J Sweeney IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (6), 3746-3756, 2021 | 17 | 2021 |
Improved model-based clustering performance using Bayesian initialization averaging A O’Hagan, A White Computational Statistics 34 (1), 201-231, 2019 | 11 | 2019 |
Model-Based and Nonparametric Approaches to Clustering for Data Compression in Actuarial Applications A O’Hagan, C Ferrari North American Actuarial Journal 21 (1), 107-146, 2017 | 8 | 2017 |
Motor insurance claim modelling with factor collapsing and Bayesian model averaging S Hu, A O'Hagan, TB Murphy Stat 7 (1), e180, 2018 | 7 | 2018 |
Actuarial Risk Matrices: The Nearest Positive Semidefinite Matrix Problem S Cutajar, H Smigoc, A O’Hagan North American Actuarial Journal 21 (4), 552-564, 2017 | 4 | 2017 |
Can’t Buy Me Love? Specific and Diffuse Reciprocity in International Relations S Brazys, A O’Hagan, D Pankeπ, O Westerwinterφ | 4 | 2017 |
mvClaim: an R package for multivariate general insurance claims severity modelling S Hu, TB Murphy, A O’Hagan Annals of Actuarial Science 15 (2), 441-457, 2021 | 2 | 2021 |
Topics in model-based clustering and classification A O'Hagan University College Dublin, 2012 | 2 | 2012 |