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	All	Since 2019
Citations	49	45
h-index	4	4
i10-index	2	2

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Co-authors

Andreas ArtemiouDepartment of Information Technologies, University of LimassolVerified email at uol.ac.cy

Luke Smallman

Luke Smallman

Postgraduate Research Student, Cardiff University

Verified email at cardiff.ac.uk - Homepage

dimension reduction non-Gaussian data machine learning high-dimensional statistics PCA


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Sparse generalised principal component analysis L Smallman, A Artemiou, J Morgan Pattern Recognition 83, 443-455, 2018	21	2018
Simple Poisson PCA: an algorithm for (sparse) feature extraction with simultaneous dimension determination L Smallman, W Underwood, A Artemiou Computational Statistics 35 (2), 559-577, 2020	12	2020
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	9	2017
A literature review of (sparse) exponential family PCA L Smallman, A Artemiou Journal of Statistical Theory and Practice 16 (1), 14, 2022	7	2022
Dimension reduction for exponential family data with applications to text data L Smallman Cardiff University, 2019		2019

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