IEEE - Institute of Electrical and Electronics Engineers, Inc. - Meta-learning for data summarization based on instance selection method

2010 IEEE Congress on Evolutionary Computation (CEC)

Author(s): Smith-Miles, K. ; Islam, R.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2010
Conference Location: Barcelona, Spain, Spain
Conference Date: 18 July 2010
Page(s): 1 - 8
ISBN (CD): 978-1-4244-6910-9
ISBN (Electronic): 978-1-4244-6911-6
ISBN (Paper): 978-1-4244-6909-3
DOI: 10.1109/CEC.2010.5585986
Regular:

The purpose of instance selection is to identify which instances (examples, patterns) in a large dataset should be selected as representatives of the entire dataset, without significant loss of... View More

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