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Andreas Artemiou
Andreas Artemiou
Senior Lecturer of Statistics, School of Mathematics, Cardiff University
Verified email at cardiff.ac.uk
Title
Cited by
Cited by
Year
Principal support vector machines for linear and nonlinear sufficient dimension reduction
B Li, A Artemiou, L Li
1202011
Direct current insulator‐based dielectrophoretic characterization of erythrocytes: ABO‐Rh human blood typing
SK Srivastava, A Artemiou, AR Minerick
Electrophoresis 32 (18), 2530-2540, 2011
872011
On principal components and regression: a statistical explanation of a natural phenomenon
A Artemiou, B Li
Statistica Sinica, 1557-1565, 2009
412009
Predictors of attack performance in high-level male volleyball players
D Challoumas, A Artemiou
International journal of sports physiology and performance 13 (9), 1230-1236, 2018
392018
Predictive modeling of schizophrenia from genomic data: Comparison of polygenic risk score with kernel support vector machines approach
T Vivian‐Griffiths, E Baker, KM Schmidt, M Bracher‐Smith, J Walters, ...
American Journal of Medical Genetics Part B: Neuropsychiatric Genetics 180 …, 2019
282019
Dominant vs. non-dominant shoulder morphology in volleyball players and associations with shoulder pain and spike speed
D Challoumas, A Artemiou, G Dimitrakakis
Journal of Sports Sciences 35 (1), 65-73, 2017
232017
Sparse generalised principal component analysis
L Smallman, A Artemiou, J Morgan
Pattern Recognition 83, 443-455, 2018
192018
Sufficient dimension reduction via principal L support vector machine
A Artemiou, Y Dong
192016
Penalized principal logistic regression for sparse sufficient dimension reduction
SJ Shin, A Artemiou
Computational Statistics & Data Analysis 111, 48-58, 2017
182017
Predictive power of principal components for single-index model and sufficient dimension reduction
A Artemiou, B Li
Journal of Multivariate Analysis 119, 176-184, 2013
182013
A cost based reweighted scheme of principal support vector machine
A Artemiou, M Shu
Topics in Nonparametric Statistics: Proceedings of the First Conference of …, 2014
122014
Real-time sufficient dimension reduction through principal least squares support vector machines
A Artemiou, Y Dong, SJ Shin
Pattern Recognition 112, 107768, 2021
102021
Simple Poisson PCA: an algorithm for (sparse) feature extraction with simultaneous dimension determination
L Smallman, W Underwood, A Artemiou
Computational Statistics 35, 559-577, 2020
102020
Comparing the utility of different classification schemes for emotive language analysis
L Williams, M Arribas-Ayllon, A Artemiou, I Spasić
Journal of Classification 36, 619-648, 2019
102019
A study on imbalance support vector machine algorithms for sufficient dimension reduction
L Smallman, A Artemiou
Communications in Statistics-Theory and Methods 46 (6), 2751-2763, 2017
82017
Examining the utility of extended laboratory panel testing in the emergency department for risk stratification of patients with COVID-19: a single-centre retrospective service …
MJ Ponsford, RJ Burton, L Smith, PY Khan, R Andrews, S Cuff, L Tan, ...
Journal of clinical pathology 75 (4), 255-262, 2022
72022
Using sliced inverse mean difference for sufficient dimension reduction
A Artemiou, L Tian
Statistics & Probability Letters 106, 184-190, 2015
72015
CytoPy: an autonomous cytometry analysis framework
RJ Burton, R Ahmed, SM Cuff, S Baker, A Artemiou, M Eberl
PLOS Computational Biology 17 (6), e1009071, 2021
62021
On principal components regression with hilbertian predictors
B Jones, A Artemiou
Annals of the Institute of Statistical Mathematics 72, 627-644, 2020
62020
Sufficient dimension reduction based on distance‐weighted discrimination
H Randall, A Artemiou, X Qiao
Scandinavian Journal of Statistics 48 (4), 1186-1211, 2021
52021
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