%0 Conference Paper %1 ngan:1998:ugbGPdmmk %A Ngan, Po Shun %A Wong, Man Leung %A Leung, Kwong Sak %A Cheng, Jack C. Y. %B Genetic Programming 1998: Proceedings of the Third Annual Conference %C University of Wisconsin, Madison, Wisconsin, USA %D 1998 %E Koza, John R. %E Banzhaf, Wolfgang %E Chellapilla, Kumar %E Deb, Kalyanmoy %E Dorigo, Marco %E Fogel, David B. %E Garzon, Max H. %E Goldberg, David E. %E Iba, Hitoshi %E Riolo, Rick %I Morgan Kaufmann %K algorithms, genetic programming %P 254--259 %T Using Grammar Based Genetic Programming for Data Mining of Medical Knowledge %U http://cptra.ln.edu.hk/~mlwong/conference/gp1998b.pdf %X We have developed a rule learning system that employed Grammar Based Genetic Programming for knowledge discovery from databases. A grammar is used as a template for the rule format. Grammar Based Genetic Programming can guide the evolution and the discovery of meaningful rules. The technique Token competition is used to achieve the learning of multiple rules simultaneously. We have applied the approach to real life medical databases. The rules discovered can provide insight into and allow better understanding of the medical domains. %@ 1-55860-548-7

@inproceedings{ngan:1998:ugbGPdmmk, abstract = {We have developed a rule learning system that employed Grammar Based Genetic Programming for knowledge discovery from databases. A grammar is used as a template for the rule format. Grammar Based Genetic Programming can guide the evolution and the discovery of meaningful rules. The technique Token competition is used to achieve the learning of multiple rules simultaneously. We have applied the approach to real life medical databases. The rules discovered can provide insight into and allow better understanding of the medical domains.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {University of Wisconsin, Madison, Wisconsin, USA}, author = {Ngan, Po Shun and Wong, Man Leung and Leung, Kwong Sak and Cheng, Jack C. Y.}, biburl = {https://www.bibsonomy.org/bibtex/256c9267d44163572676a52029548ecc3/brazovayeye}, booktitle = {Genetic Programming 1998: Proceedings of the Third Annual Conference}, editor = {Koza, John R. and Banzhaf, Wolfgang and Chellapilla, Kumar and Deb, Kalyanmoy and Dorigo, Marco and Fogel, David B. and Garzon, Max H. and Goldberg, David E. and Iba, Hitoshi and Riolo, Rick}, interhash = {961312b7c27ae1440067c91ec8ec9141}, intrahash = {56c9267d44163572676a52029548ecc3}, isbn = {1-55860-548-7}, keywords = {algorithms, genetic programming}, month = {22-25 July}, notes = {GP-98}, pages = {254--259}, publisher = {Morgan Kaufmann}, publisher_address = {San Francisco, CA, USA}, size = {6 pages}, timestamp = {2008-06-19T17:48:14.000+0200}, title = {Using Grammar Based Genetic Programming for Data Mining of Medical Knowledge}, url = {http://cptra.ln.edu.hk/~mlwong/conference/gp1998b.pdf}, year = 1998 }