Andreas Artemiou

According to our database, Andreas Artemiou authored at least 17 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Least Squares Minimum Class Variance Support Vector Machines.

Michalis Panayides, Andreas Artemiou

Comput., 2024

2023

Principal weighted least square support vector machine: An online dimension-reduction tool for binary classification.

Hyun Jung Jang, Seung Jun Shin, Andreas Artemiou

Comput. Stat. Data Anal., November, 2023

Poisson PCA for matrix count data.

Joni Virta, Andreas Artemiou

Pattern Recognit., June, 2023

GeoWaVe: geometric median clustering with weighted voting for ensemble clustering of cytometry data.

Ross J. Burton, Simone M. Cuff, Matt P. Morgan, Andreas Artemiou, Matthias Eberl

Bioinform., January, 2023

2021

Real-time sufficient dimension reduction through principal least squares support vector machines.

Andreas Artemiou, Yuexiao Dong, Seung Jun Shin

Pattern Recognit., 2021

CytoPy: An autonomous cytometry analysis framework.

Ross J. Burton, Raya Ahmed, Simone M. Cuff, Sarah Baker, Andreas Artemiou, Matthias Eberl

PLoS Comput. Biol., 2021

Graph informed sliced inverse regression.

Eugen Pircalabelu, Andreas Artemiou

Comput. Stat. Data Anal., 2021

Nonlinear dimension reduction for conditional quantiles.

Eliana Christou, Annabel Settle, Andreas Artemiou

Adv. Data Anal. Classif., 2021

2020

Simple Poisson PCA: an algorithm for (sparse) feature extraction with simultaneous dimension determination.

Luke Smallman, William Underwood, Andreas Artemiou

Comput. Stat., 2020

2019

Determining patient outcomes from patient letters: A comparison of text analysis approaches.

Jennifer Morgan, Paul R. Harper, Vincent A. Knight, Andreas Artemiou, Alex Carney, Andrew Nelson

J. Oper. Res. Soc., 2019

Comparing the Utility of Different Classification Schemes for Emotive Language Analysis.

Lowri Williams, Michael Arribas-Ayllon, Andreas Artemiou, Irena Spasic

J. Classif., 2019

2018

Regression Analysis.

Andreas Artemiou

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Sparse Generalised Principal Component Analysis.

Luke Smallman, Andreas Artemiou, Jennifer Morgan

Pattern Recognit., 2018

On dual model-free variable selection with two groups of variables.

Ahmad Alothman, Yuexiao Dong, Andreas Artemiou

J. Multivar. Anal., 2018

2017

Penalized principal logistic regression for sparse sufficient dimension reduction.

Seung Jun Shin, Andreas Artemiou

Comput. Stat. Data Anal., 2017

2014

Regression Analysis.

Andreas Artemiou

Encyclopedia of Social Network Analysis and Mining, 2014

2013

Predictive power of principal components for single-index model and sufficient dimension reduction.

Andreas Artemiou, Bing Li

J. Multivar. Anal., 2013