IEEE - Institute of Electrical and Electronics Engineers, Inc. - Ensembles of k-nearest neighbors and dimensionality reduction

2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)

Author(s): O. Okun ; H. Priisalu
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2008
Conference Location: Hong Kong, China
Conference Date: 1 June 2008
Page(s): 2,032 - 2,039
ISBN (CD): 978-1-4244-1821-3
ISBN (Paper): 978-1-4244-1820-6
ISSN (Paper): 1098-7576
DOI: 10.1109/IJCNN.2008.4634077
Regular:

In this paper, ensembles of k-nearest neighbors classifiers are explored for gene expression cancer classification, where each classifier is linked to a randomly selected subset of genes. It is... View More

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