Ieee Transactions on Neural Networks 814 + + + + + + + + + + + + - - - - - - - - - - - - -
نویسنده
چکیده
| Successful implementations of radial-basis function (RBF) networks for classiication tasks must deal with architectural issues, the burden of irrelevant attributes, scaling , and some other problems. This paper addresses these issues by initializing RBF networks with decision trees that deene relatively pure regions in the instance space; each of these regions then determines one basis function. The resulting network is compact, easy to induce, and has favorable classiication accuracy.
منابع مشابه
Hierarchical Reduction and Partition of Hypergraph - Systems, Man and Cybernetics, Part B, IEEE Transactions on
A. C. Tsoi, D. S. C. So, and A. Sergejew, “Classification of electroencephalogram using artificial neural networks,” in Neural i n f u m t i o n Processing Systems, J. Cowan, L. Giles, and G. Tesauro, Fds. San Francisco: Morgan Kaufmann, 1994, vol. 6. L. X. Wang and J. M. Mendel, “Generating fuzzy rules by learning from examples,” IEEE Trans. Syst., Man, Cybem., vol. 22, no. 6, pp. 1414-1427, D...
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I WANT towelcomeyou toournewly formedsociety.On February 17, 2002, the IEEE Neural Networks Council (NNC), publisher of the IEEE TRANSACTIONS ON NEURAL NETWORKS (TNN), the IEEE TRANSACTIONS ON FUZZY SYSTEMS (TFS), and the IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION (TEC), became the IEEE Neural Networks Society (NNS). This accomplishment was made possible by the relentless efforts of our ExCo...
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