Class proximity measures - Dissimilarity-based classification and display of high-dimensional data.
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Direct classification of high-dimensional data in low-dimensional projected feature spaces - Comparison of several classification methodologies.
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Evidence Accumulation to Identify Discriminatory Signatures in Biomedical Spectra.
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A Data-Driven, Flexible Machine Learning Strategy for the Classification of Biomedical Data.
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Proceedings of the Artificial Intelligence Methods And Tools For Systems Biology, 2004
Mapping high-dimensional data onto a relative distance plane - an exact method for visualizing and characterizing high-dimensional patterns.
J. Biomed. Informatics, 2004
Class prediction and discovery using gene microarray and proteomics mass spectroscopy data: curses, caveats, cautions.
Bioinform., 2003