The Development of the AQ20 Learning System and Initial Experiments

Author:

Cervone Guido,Panait Liviu,Michalski Ryszard

Publisher

Physica-Verlag HD

Reference16 articles.

1. Cervone, G., Michalski, R.S., Kaufman, K. and Panait, L., “Combining Machine Learning with Evolutionary Computation: Recent Results on LEM,” Proceedings of the Fifth International Workshop on Multistrategy Learning (MSL-2000), Guimarâes, Portugal, pp. 41–58, June, 2000.

2. Clark, P. and Niblett, T., “The CN2 Induction Algorithm,” Machine Learning 3, pp. 261–283, 1989.

3. Cohen, W., “Fast Effective Rule Induction,” Proceedings of the Twelfth International Conference on Machine Learning, Lake Tahoe, CA, 1995.

4. Kaufman, K.A. and Michalski, R.S., “Learning in an Inconsistent World: Rule Selection in STAR,” Reports of the Machine Learning and Inference Laboratory, George Mason University, Fairfax, VA, 2000a (to appear).

5. Kaufman, K.A. and Michalski, R.S., “An Adjustable Rule Learner for Pattern Discovery Using the AQ Methodology,” Journal of Intelligent Information Systems, 14, pp. 199–216, 2000b.

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