| Model-based clustering, classification, and discriminant analysis via mixtures of multivariate t-distributions JL Andrews, PD McNicholas Statistics and Computing 22 (5), 1021-1029, 2012 | 173 | 2012 |
| Extending mixtures of multivariate t-factor analyzers JL Andrews, PD McNicholas Statistics and Computing 21, 361-373, 2011 | 125 | 2011 |
| Model-based classification via mixtures of multivariate t-distributions JL Andrews, PD McNicholas, S Subedi Computational Statistics & Data Analysis 55 (1), 520-529, 2011 | 99 | 2011 |
| Variable selection for clustering and classification JL Andrews, PD McNicholas Journal of Classification 31 (2), 136-153, 2014 | 84 | 2014 |
| Mixtures of modified t-factor analyzers for model-based clustering, classification, and discriminant analysis JL Andrews, PD McNicholas Journal of Statistical Planning and Inference 141 (4), 1479-1486, 2011 | 68 | 2011 |
| teigen: An R package for model-based clustering and classification via the multivariate t distribution JL Andrews, JR Wickins, NM Boers, PD McNicholas Journal of Statistical Software 83 (7), 1-32, 2018 | 43 | 2018 |
| Addressing overfitting and underfitting in Gaussian model-based clustering JL Andrews Computational Statistics & Data Analysis 127, 160-171, 2018 | 37 | 2018 |
| Raman spectroscopy and group and basis-restricted non negative matrix factorisation identifies radiation induced metabolic changes in human cancer cells K Milligan, X Deng, P Shreeves, R Ali-Adeeb, Q Matthews, A Brolo, ... Scientific reports 11 (1), 3853, 2021 | 31 | 2021 |
| Model-based clustering and classification with the multivariate t distribution JL Andrews, JR Wickins, N Boers, PD McNicholas | 30 | 2016 |
| Using evolutionary algorithms for model-based clustering JL Andrews, PD McNicholas Pattern Recognition Letters 34 (9), 987-992, 2013 | 25 | 2013 |
| Monitor ionizing radiation-induced cellular responses with Raman spectroscopy, non-negative matrix factorization, and non-negative least squares X Deng, R Ali-Adeeb, JL Andrews, P Shreeves, JJ Lum, A Brolo, A Jirasek Applied spectroscopy 74 (6), 701-711, 2020 | 21 | 2020 |
| Group and basis restricted non-negative matrix factorization and random forest for molecular histotype classification and Raman biomarker monitoring in breast cancer X Deng, K Milligan, R Ali-Adeeb, P Shreeves, A Brolo, JJ Lum, ... Applied spectroscopy 76 (4), 462-474, 2022 | 14 | 2022 |
| vscc: Variable selection for clustering and classification JL Andrews, PD McNicholas R package version 0.2 145, 2013 | 14 | 2013 |
| Raman spectroscopy and convolutional neural networks for monitoring biochemical radiation response in breast tumour xenografts AM Fuentes, A Narayan, K Milligan, JJ Lum, AG Brolo, JL Andrews, ... Scientific Reports 13 (1), 1530, 2023 | 13 | 2023 |
| Nonnegative matrix factorization with group and basis restrictions P Shreeves, JL Andrews, X Deng, R Ali-Adeeb, A Jirasek Statistics in Biosciences 15 (3), 608-632, 2023 | 11 | 2023 |
| Raman spectroscopy and supervised learning as a potential tool to identify high‐dose‐rate‐brachytherapy induced biochemical profiles of prostate cancer K Milligan, SJ Van Nest, X Deng, R Ali‐Adeeb, P Shreeves, S Punch, ... Journal of Biophotonics 15 (11), e202200121, 2022 | 9 | 2022 |
| Radiation treatment response and hypoxia biomarkers revealed by machine learning assisted Raman spectroscopy in tumour cells and xenograft tissues X Deng, K Milligan, A Brolo, JJ Lum, JL Andrews, A Jirasek Analyst 147 (22), 5091-5104, 2022 | 8 | 2022 |
| Longitudinal linear combination test for gene set analysis E Khodayari Moez, M Hajihosseini, JL Andrews, I Dinu BMC bioinformatics 20, 1-19, 2019 | 7 | 2019 |
| An artificial bee colony algorithm for mixture model-based clustering AE Culos, JL Andrews, H Afshari Communications in Statistics-Simulation and Computation 51 (10), 5658-5669, 2022 | 5 | 2022 |
| On assessments of agreement between fuzzy partitions JL Andrews, R Browne, CD Hvingelby Journal of Classification 39 (2), 326-342, 2022 | 5 | 2022 |
Paul D. McNicholasProfessor & Canada Research Chair, McMaster University, Ontario, CanadaVerified email at math.mcmaster.ca
