An Efficient Learning Algorithm for Regular Pattern Languages Using One Positive Example and a Linear Number of Membership Queries
Author:
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
Link
https://www.jstage.jst.go.jp/article/transinf/E103.D/3/E103.D_2019FCP0009/_pdf
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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