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Smallman, Luke ORCID: https://orcid.org/0000-0002-4114-310X, Underwood, Will and Artemiou, Andreas ORCID: https://orcid.org/0000-0002-7501-4090 2020. Simple Poisson PCA: An algorithm for (sparse) feature extraction with simultaneous dimension determination. Computational Statistics 35 , pp. 559-577. 10.1007/s00180-019-00903-0
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Smallman, Luke ORCID: https://orcid.org/0000-0002-4114-310X 2019. Dimension reduction for exponential family data with applications to text data. PhD Thesis, Cardiff University.
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Smallman, Luke ORCID: https://orcid.org/0000-0002-4114-310X, Artemiou, Andreas ORCID: https://orcid.org/0000-0002-7501-4090 and Morgan, Jennifer ORCID: https://orcid.org/0000-0002-7025-0350 2018. Sparse generalised principal component analysis. Pattern Recognition 83 , pp. 443-455. 10.1016/j.patcog.2018.06.014
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Smallman, Luke ORCID: https://orcid.org/0000-0002-4114-310X and Artemiou, Andreas ORCID: https://orcid.org/0000-0002-7501-4090 2017. A study on imbalance support vector machine algorithms for sufficient dimension reduction. Communications in Statistics - Theory and Methods 46 (6) , pp. 2751-2763. 10.1080/03610926.2015.1048889
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