IEEE - Institute of Electrical and Electronics Engineers, Inc. - Comparison of approaches to alleviate problems with high-dimensional and class-imbalanced data

2011 IEEE International Conference on Information Reuse & Integration (IRI)

Author(s): Shanab, A.A. ; Khoshgoftaar, T.M. ; Wald, R. ; Van Hulse, J.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2011
Conference Location: Las Vegas, NV, USA, USA
Conference Date: 3 August 2011
Page(s): 234 - 239
ISBN (Electronic): 978-1-4577-0966-1
ISBN (Paper): 978-1-4577-0964-7
ISBN (Online): 978-1-4577-0965-4
DOI: 10.1109/IRI.2011.6009552
Regular:

Two of the most challenging problems in data mining are working with imbalanced datasets and with datasets which have a large number of attributes. In this study we compare three different... View More

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