Abstract
We first put forwards the idea of positive extension matrix (PEM) in the paper. And then an algorithm AE11 was built with the aid of PEM. Finally we made the comparisons of our experimental results. The result is fairly satisfied.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
E.A., Feigenbaum. Expert systems in the 1980s. In A. Bond(ED.), State of the art report on machine intelligence. Maidenhead: Perdamon-Infotech. 1981.
B. Hayes-Roth. The architecture for adaptive intelligent systems. Artificial Intelligence, 72:329–365, 1995.
B. Hayes-Roth, K. Pfleger, P. Lalanda, P. Morignot, and M. Balabanovic. A domain-specific software architecture for adaptive intelligent systems. IEEE Transactions on Software Engineering, 21(4):288–301,1995.
Jiarong Hong “AE1: An extension Matrix Approximate Method for the general Covering Problem”, International Journal of Computer and Information Science, Vol. 14, No. 6, 1985.
Jiarong Hong “The theory of the extension matrix for the learning from examples”, The Journal of Computer, (China), No. 6, 1991, p401–410.
Jiarong Hong “The learning from examples and Multi-functions learning algorithm AE5” The Journal of Computer, (China), No. 12, 1989.
A. K Jain., R. C Duber. “Algorithms for clustering data.” Englewood Cliffs. NJ: Prentice-Hall. P42–59, 1988.
J.E. Laird and P.S. Rosenbloom “Toward Chunking as a General learning Mechanism”, Proceedings of AAAI-84, Austin, Tex., 1984:p188–192.
RP. Lippman An introduction to computing with neural nets. IEEE ASSP Magazine April, 4–22 (1987).
R. S. Michalski and Jiarong Hong, “The Multi-purpose Incremental Learning System AQ15 and its Testing Application to Three medical domains”, Proc. AAAI Vol. 2, August 1986, p1041–1045.
B.D. Ripley “Neural Networks and related methods for classification.” Journal of the Royal. Stat. Society. 56(3):409–437, 1994.
Hugh J. Watson and Robert I. Mann. Expert System: Past, Present, and Future. Journal of International System management. 1998, Vol. 5, No. 4:39–46.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2003 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zhang, H., Bi, J., Back, B. (2003). The Study on Algorithm AE11 of Learning from Examples. In: Chung, P.W.H., Hinde, C., Ali, M. (eds) Developments in Applied Artificial Intelligence. IEA/AIE 2003. Lecture Notes in Computer Science(), vol 2718. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-45034-3_14
Download citation
DOI: https://doi.org/10.1007/3-540-45034-3_14
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-40455-2
Online ISBN: 978-3-540-45034-4
eBook Packages: Springer Book Archive