IEEE - Institute of Electrical and Electronics Engineers, Inc. - Extracting rules from trained neural networks

Author(s): H. Tsukimoto
Sponsor(s): IEEE Computational Intelligence Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 March 2000
Volume: 11
Page Count: 13
Page(s): 377 - 389
ISSN (Paper): 1045-9227
ISSN (Online): 1941-0093
DOI: 10.1109/72.839008
Regular:

Presents an algorithm for extracting rules from trained neural networks. The algorithm is a decompositional approach which can be applied to any neural network whose output function is monotone... View More

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