ORCA
Online Research @ CardiffÂ
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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.
Item availability restricted. |
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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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