Andreas Artemiou

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 15

Top Topics

Classification Scheme

Principal Component Analysis

Top Venues

Pattern Recognit.

Comput. Stat. Data Anal.

Publications

Joni Virta, Andreas Artemiou
Structure-Preserving Non-Linear PCA for Matrices. IEEE Trans. Signal Process. 72 (2024)
Michalis Panayides, Andreas Artemiou
Least Squares Minimum Class Variance Support Vector Machines. Comput. 13 (2) (2024)
Joni Virta, Andreas Artemiou
Poisson PCA for matrix count data. Pattern Recognit. 138 (2023)
Ross J. Burton, Simone M. Cuff, Matt P. Morgan, Andreas Artemiou, Matthias Eberl
GeoWaVe: geometric median clustering with weighted voting for ensemble clustering of cytometry data. Bioinform. 39 (1) (2023)
Hyun Jung Jang, Seung Jun Shin, Andreas Artemiou
Principal weighted least square support vector machine: An online dimension-reduction tool for binary classification. Comput. Stat. Data Anal. 187 (2023)
Ross J. Burton, Raya Ahmed, Simone M. Cuff, Sarah Baker, Andreas Artemiou, Matthias Eberl
CytoPy: An autonomous cytometry analysis framework. PLoS Comput. Biol. 17 (6) (2021)
Eliana Christou, Annabel Settle, Andreas Artemiou
Nonlinear dimension reduction for conditional quantiles. Adv. Data Anal. Classif. 15 (4) (2021)
Eugen Pircalabelu, Andreas Artemiou
Graph informed sliced inverse regression. Comput. Stat. Data Anal. 164 (2021)
Andreas Artemiou, Yuexiao Dong, Seung Jun Shin
Real-time sufficient dimension reduction through principal least squares support vector machines. Pattern Recognit. 112 (2021)
Luke Smallman, William Underwood, Andreas Artemiou
Simple Poisson PCA: an algorithm for (sparse) feature extraction with simultaneous dimension determination. Comput. Stat. 35 (2) (2020)
Lowri Williams, Michael Arribas-Ayllon, Andreas Artemiou, Irena Spasic
Comparing the Utility of Different Classification Schemes for Emotive Language Analysis. J. Classif. 36 (3) (2019)
Jennifer Morgan, Paul R. Harper, Vincent A. Knight, Andreas Artemiou, Alex Carney, Andrew Nelson
Determining patient outcomes from patient letters: A comparison of text analysis approaches. J. Oper. Res. Soc. 70 (9) (2019)
Ahmad Alothman, Yuexiao Dong, Andreas Artemiou
On dual model-free variable selection with two groups of variables. J. Multivar. Anal. 167 (2018)
Luke Smallman, Andreas Artemiou, Jennifer Morgan
Sparse Generalised Principal Component Analysis. Pattern Recognit. 83 (2018)
Seung Jun Shin, Andreas Artemiou
Penalized principal logistic regression for sparse sufficient dimension reduction. Comput. Stat. Data Anal. 111 (2017)
Andreas Artemiou, Bing Li
Predictive power of principal components for single-index model and sufficient dimension reduction. J. Multivar. Anal. 119 (2013)