Referenced Items are not available for this document.
Artificial neural networks (ANNs) have gained extensive popularity in recent years. Research activities are considerable, and the literature is growing. Yet, there is a large amount of concern on the appropriate use of neural networks in published research. The purposes of this paper are to: 1) point out common pitfalls and misuses in the neural network research; 2) draw attention to relevant literature on important issues; and 3) suggest possible remedies and guidelines for practical applications. The main message we aim to deliver is that great care must be taken in using ANNs for research and data analysis
Published in:
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
(Volume:37
,
Issue:
1
)
Date of Publication: Jan. 2007
- Page(s):
- 3 - 16
- ISSN :
- 1094-6977
- INSPEC Accession Number:
- 9368966
- Digital Object Identifier :
- 10.1109/TSMCC.2006.876059
- Product Type:
- Journals & Magazines
- Date of Current Version :
- 19 December 2006
- Issue Date :
- Jan. 2007
- Sponsored by :
- IEEE Systems, Man, and Cybernetics Society
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