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Geoffrey J. McLachlan

◀ ▶ joint publications with Vladimir Nikulin

> Home > Persons > Geoffrey J. McLachlan

Publications

2011
[j31]
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Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan:
Classification of High-Dimensional microarray Data with a Two-Step Procedure via a Wilcoxon Criterion and Multilayer Perceptron. Int. J. Comput. Intell. Appl. 10(1): 1-14 (2011)
2010
[c22]
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  - conf/bibm/NikulinHM10
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Vladimir Nikulin, Tian-Hsiang Huang, Geoffrey J. McLachlan:
A comparative study of two matrix factorization methods applied to the classification of gene expression data. BIBM 2010: 618-621
[c21]
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Vladimir Nikulin, Geoffrey J. McLachlan:
On the Gradient-based Algorithm for Matrix Factorization Applied to Dimensionality Reduction. BIOINFORMATICS 2010: 147-152
[c19]
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  - conf/ijcnn/NikulinM10
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Vladimir Nikulin, Geoffrey J. McLachlan:
Identifying fiber bundles with regularised к-means clustering applied to the grid-based data. IJCNN 2010: 1-8
[i1]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/abs-1011-0506
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Vladimir Nikulin, Tian-Hsiang Huang, Shu-Kay Ng, Suren I. Rathnayake, Geoffrey J. McLachlan:
A Very Fast Algorithm for Matrix Factorization. CoRR abs/1011.0506 (2010)
2009
[c17]
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  - conf/ausai/NikulinMN09
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Vladimir Nikulin, Geoffrey J. McLachlan, Shu-Kay Ng:
Ensemble Approach for the Classification of Imbalanced Data. Australasian Conference on Artificial Intelligence 2009: 291-300
[c16]
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Vladimir Nikulin, Geoffrey J. McLachlan:
Penalized Principal Component Analysis of Microarray Data. CIBB 2009: 82-96
[c14]
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Vladimir Nikulin, Geoffrey J. McLachlan:
Classification of Imbalanced Marketing Data with Balanced Random Sets. KDD Cup 2009: 89-100
2007
[c12]
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  - conf/ausai/NikulinM07
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Vladimir Nikulin, Geoffrey J. McLachlan:
Merging Algorithm to Reduce Dimensionality in Application to Web-Mining. Australian Conference on Artificial Intelligence 2007: 755-761

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