An Efficient Learning Algorithm for Regular Pattern Languages Using One Positive Example and a Linear Number of Membership Queries

Author:

MATSUMOTO Satoshi1,UCHIDA Tomoyuki2,SHOUDAI Takayoshi3,SUZUKI Yusuke2,MIYAHARA Tetsuhiro2

Affiliation:

1. School of Science, Tokai University

2. Graduate School of Information Sciences, Hiroshima City University

3. Faculty of Contemporary Business, Kyushu International University

Publisher

Institute of Electronics, Information and Communications Engineers (IEICE)

Subject

Artificial Intelligence,Electrical and Electronic Engineering,Computer Vision and Pattern Recognition,Hardware and Architecture,Software

Reference28 articles.

1. [1] D. Angluin, “Queries and concept learning,” Machine Learning, vol.2, no.4, pp.319-342, 1988. 10.1007/bf00116828

2. [2] H. Mamitsuka and N. Abe, “Efficient mining from large databases by query learning,” Proc. 7th International Conference on Machine Learning (ICML'00), pp.575-582, 2000.

3. [3] D. Angluin, “Finding patterns common to a set of strings,” Journal of Computer and System Sciences, vol.21, no.1, pp.46-62, 1980. 10.1016/0022-0000(80)90041-0

4. [4] A. Marron, “Learning pattern languages from a single initial example and from queries,” Proc. Workshop on Computational Learning Theory (COLT'88), pp.345-358, 1988.

5. [5] S. Matsumoto and A. Shinohara, “Learning pattern languages using queries,” Proc. European Conf. on Computational Learning Theory (EuroCOLT'97), LNAI, vol.1208, pp.185-197, Springer, Berlin, 1997. 10.1007/3-540-62685-9_16

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