Empirical Comparison of Competing Query Learning Methods

Author:

Abe Naoki,Mamitsuka Hiroshi,Nakamura Atsuyoshi

Publisher

Springer Berlin Heidelberg

Reference6 articles.

1. N. Abe, H. Li, and A. Nakamura. On-line learning of binary lexical relations using two-dimensional weighted majority algorithms. In Proc. 12th Int’l. Conference on Machine Learning, July 1995.

2. N. Abe and H. Mamitsuka. Query learning strategies using boosting and bagging. In Proceedings of the Fifteenth International Conference on Machine Learning, 1998.

3. D. Angluin. Learning regular sets from queries and counterexamples. Inform. Comput., 75(2):87–106, November 1987.

4. A. Nakamura and N. Abe. On-line learning of binary and n-ary relations over multidimensional clusters. In Proc. 8th Annu. Workshop on Comput. Learning Theory, July 1995.

5. G. Paass and J. Kindermann. Bayesian query construction for neural network models. In Advances in nueral information processing systems 7, pages 443–450, 1995.

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1. Learning with Querying and its Application in Network Security;Machine Learning Algorithms for Problem Solving in Computational Applications;2012

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