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Algorithm For A Self-Growing Neural NetworkCID3 algorithm simulates self-growing neural network. Constructs decision trees equivalent to hidden layers of neural network. Based on ID3 algorithm, which dynamically generates decision tree while minimizing entropy of information. CID3 algorithm generates feedforward neural network by use of either crisp or fuzzy measure of entropy.
Document ID
19960018835
Acquisition Source
Legacy CDMS
Document Type
Other - NASA Tech Brief
Authors
Cios, Krzysztof J.
(Toledo Univ.)
Date Acquired
August 17, 2013
Publication Date
March 1, 1996
Publication Information
Publication: NASA Tech Briefs
Volume: 20
Issue: 3
ISSN: 0145-319X
Subject Category
Mathematics And Information Sciences
Report/Patent Number
LEW-15931
Accession Number
96B10140
Distribution Limits
Public
Copyright
Work of the US Gov. Public Use Permitted.

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