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
The Annals of Statistics 39 (6), 3182-3210, 2011
892011
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
782011
On principal components and regression: a statistical explanation of a natural phenomenon
A Artemiou, B Li
Statistica Sinica, 1557-1565, 2009
322009
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
172018
Penalized principal logistic regression for sparse sufficient dimension reduction
SJ Shin, A Artemiou
Computational Statistics & Data Analysis 111, 48-58, 2017
152017
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
142017
Sufficient dimension reduction via principal L support vector machine
A Artemiou, Y Dong
Electronic Journal of Statistics 10 (1), 783-805, 2016
122016
Sparse generalised principal component analysis
L Smallman, A Artemiou, J Morgan
Pattern Recognition 83, 443-455, 2018
112018
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
112013
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
102019
A cost based reweighted scheme of principal support vector machine
A Artemiou, M Shu
Topics in Nonparametric Statistics, 1-12, 2014
102014
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
72017
Using sliced inverse mean difference for sufficient dimension reduction
A Artemiou, L Tian
Statistics & Probability Letters 106, 184-190, 2015
72015
Simple Poisson PCA: an algorithm for (sparse) feature extraction with simultaneous dimension determination
L Smallman, W Underwood, A Artemiou
Computational Statistics, 1-19, 2019
42019
On principal components regression with hilbertian predictors
B Jones, A Artemiou
Annals of the Institute of Statistical Mathematics 72 (2), 627-644, 2020
32020
Comparing the utility of different classification schemes for emotive language analysis
L Williams, M Arribas-Ayllon, A Artemiou, I Spasić
Journal of Classification 36 (3), 619-648, 2019
32019
Using adaptively weighted large margin classifiers for robust sufficient dimension reduction
A Artemiou
Statistics 53 (5), 1037-1051, 2019
32019
Hypothesis testing in frailty models for arbitrarily censored and truncated data
A Artemiou
Communications in Dependability and Quality Management 10 (1), 110-121, 2007
32007
Sliced inverse median difference regression
S Babos, A Artemiou
Statistical Methods & Applications 29 (4), 937-954, 2020
22020
Topics on supervised and unsupervised dimension reduction
AA Artemiou
22010
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