ArtemiouA [at] cardiff [dot] ac [dot] uk+442920870616
Ben Jones and Andreas Artemiou (accepted December 2020) “Revisiting the predictive power of kernel principal components”, Statistics and Probability Letters.
Andreas Artemiou, Yuexiao Dong and Seung-Jun Shin (accepted November 2020). “Real-time sufficient dimension reduction through principal least squares support vector machines”, Pattern Recognition. (https://doi.org/10.1016/j.patcog.2020.107768)
Andreas Artemiou (accepted September 2020) “Using mutual information to measure the predictive potential of principal components”, Dennis Cook Festschrift (edited by Efstathia Bura and Bing Li).
Hayley Randall, Andreas Artemiou and Xingye Qiao (accepted July 2020) “Sufficient Dimension Reduction based on Distance-Weighted Discrimination”, Scandinavian Journal of Statistics (10.1111/sjos.12484)
Babos, S. and Artemiou, A. (accepted January 2020) “Sliced Inverse Median Difference Regression”, Statistical Methods and Applications.
Luke Smallman, William Underwood and Andreas Artemiou (2020) “Simple Poisson PCA: An algorithm for (sparse) feature extraction with simultaneous dimension determination”, Computational Statistics, 35, 559-577 (10.1007/s00180-019-00903-0)
Ben Jones and Andreas Artemiou (2020) “On principal component regression with hilbertian predictors”, Annals of the Institute of Statistical Mathematics, 72, 627-644 (10.1007/s10463-018-0702-9)
Andreas Artemiou (2019) “Cost-based reweighting for Principal LqSVM for sufficient dimension reduction”, Journal of Mathematics and Statistics – Science Publications (Special Edition on Statistical Modelling with applications), 15, 218-224 .
Irena Spasic, David Owen, Dawn Knight and Andreas Artemiou (2019) “Unsupervised multi–word term recognition in Welsh” In proceedings of the “Celtic Language Technology Workshop” CLTW2019, Dublin, Ireland, pages 1-6
Lowri Williams, Michael Arribas-Ayllon, Andreas Artemiou and Irena Spasic (2019). “Comparing the utility of different classification schemes for emotive language analysis”, Journal of Classification, 36, 619-648 . (10.1007/s00357-019-9307-0)
Andreas Artemiou (2019). “Using adaptively weighted large margin classifiers for robust sufficient dimension reduction”, Statistics, 53, 1037-1051. (10.1080/02331888.2019.1636050)
Jennifer Morgan, Paul Harper, Vince Knight, Andreas Artemiou, Alex Carney and Andrew Nelson (2019) “Determining patient outcomes from patient letters: A comparison of text analysis approaches”, Journal of the OR Society, 70, 1425-1439. (10.1080/01605682.2018.1506559)
Timothy Vivian-Griffiths, Emily Baker, Karl M Schmidt, Matthew Bracher-Smith, James Walters, Andreas Artemiou, Peter Holmans, Michael C. O’Donovan, Michael J. Owen, Andrew Pocklington, Valentina Escott-Price (2019) “Predictive modelling of Schizophrenia from genomic data: comparison of Polygenic Risk Score with Kernel Support Vector Machines approach”, American Journal of Medical Genetics Part B: Neuropsychiatric Genetics, 180B, 80-85. (10.1002/ajmg.b.32705)
Luke Smallman, Andreas Artemiou and Jennifer Morgan (2018) “Sparse Generalised Principal Component Analysis”, Pattern Recognition, 83, 443-455. (10.1016/j.patcog.2018.06.014)
Ahmad Alothman, Yuexiao Dong and Andreas Artemiou (2018) “On dual model-free variable selection with two groups of variables”, Journal of Multivariate Analysis, 167, 366-377. (10.1016/j.jmva.2018.06.003)
Dimitris Challoumas and Andreas Artemiou (2018) “Predictors of attack performance in high-level male volleyball players”, International Journal of Sports Physiology and Performance, 13, 1230-1236. (10.1123/ijspp.2018-0125)
Seung-Jun Shin and Andreas Artemiou (2017) “Penalized Principal Logistic Regression for Sparse Sufficient Dimension Reduction”, Computational Statistics and Data Analysis,111, 48-58. (10.1016/j.csda.2016.12.003)
Dimitris Challoumas, Andreas Artemiou and Georgios Dimitrakakis (2017). “Dominant vs non-dominant shoulder morphology in volleyball players and associations in pathology and spike speed”,Journal of Sports Sciences, 35, 65-73. (10.1080/02640414.2016.1155730)
Luke Smallman and Andreas Artemiou (2017) “A Study on Imbalance Support Vector Machine Algorithms for Sufficient Dimension Reduction”, Communications in Statistics, Theory and Methods, 46, 2751-2763. (10.1080/03610926.2015.1048889)
Andreas Artemiou and Yuexiao Dong (2016) “Sufficient dimension reduction via principal Lq support vector machine”, Electronic Journal of Statistics, 10, 783-805. (10.1214/154957804100000000)
Andreas Artemiou and Lipu Tian (2015) “Using Sliced Inverse Mean Difference for Sufficient Dimension Reduction”, Statistics and Probability Letters, 106, 184-190. (10.1016/j.spl.2015.07.025)
Krystalleni Drosou, Andreas Artemiou and Christos Koukouvinos (2015) “A comparative study of the use of large margin classifiers on seismic data”, Journal of Applied Statistics, 42, 180-201. (10.1080/02664763.2014.938619)
Andreas Artemiou and Min Shu (2014) “A Cost Based Reweighted scheme of Principal Support Vector Machine”, Topics in Nonparametric Statistics, Springer Proceedings in Mathematics and Statistics, 74, 1-22.
Andreas Artemiou (2014) “Applications of Sufficient Dimension Reduction on non-elliptical data”, Journal of the Indian Society of Agricultural Statistics, 68, 273-283 (Special issue on Statistical and Computational Methodologies on Massive Datasets)
Andreas Artemiou “Regression Analysis” Contributed Essay to Encyclopedia on Social Network Analysis and Mining, Editors: Reda Alhajj, Jon Rokne, Springer (2014 – reprinted 2016).
Andreas Artemiou and Bing Li (2013), “Predictive power of principal components for single-index model and sufficient dimension reduction”, Journal of Multivariate Analysis, 119, 176-184. (10.1016/j.jmva.2013.04.015)
Bing Li, Andreas Artemiou and Lexin Li(2011), “Principal support vector machine for linear and nonlinear sufficient dimension reduction”, Annals of Statistics, 39, 3182-3210 (10.1214/11-AOS932)
Soumya K. Shrivastava, Andreas Artemiou and Adrienne R. Minerick (2011) “DC insulator-based dielectrophoretic characterization of erythrocytes: ABO-Rh human blood typing”, Electrophoresis, 32, 2530-2540 (10.1002/elps.201100089)
Andreas Artemiou and Bing Li (2009), “On principal components and regression: A statistical explanation of a natural phenomenon”, Statistica Sinica, 19, 1557-1565.
Filia Vonta and Andreas Artemiou (2007), “Hypothesis testing in frailty models for arbitrary censored and truncated data”, CDQM, 10(1): 110-121