Rule extraction: Using neural networks or for neural networks?

Author:

Zhou Zhi-Hua

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Reference34 articles.

1. Andrews R, Diederich J, Tickle A B. Survey and critique of techniques for extracting rules from trained artificial neural networks.Knowledge-Based Systems, 1995, 8(6): 373–389.

2. Tickle A B, Andrews R, Golea Met al. The truth will come to light: Directions and challenges in extracting the knowledge embedded within trained artificial neural networks.IEEE Trans. Neural Networks, 1998, 9(6): 1057–1067.

3. Gallant S I. Connectionist expert systems.Communications of the ACM, 1988, 31(2): 152–169.

4. Fu L. Rule learning by searching on adapted nets. InProc. the 9th National Conference on Artificial Intelligence, Anaheim, CA, 1991, pp.590–595.

5. Thrun S. Extracting rules from artificial neural networks with distributed representations. InAdvances in Neural Information Processing Systems 7, Tesauro G, Touretzky D, Leen T (Eds.), Cambridge, MA, MIT Press, 1995, pp.505–512.

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