Learning rules from very large databases using rough multisets

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3100, Issue , 2004, Pages 59-77

  Chan, Chien Chung ^a  

^a University of Akron   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 35048884544     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-27794-1_2     Document Type: Article

References (22)

1. Sarawagi, S., S. Thomas, and R. Agrawal, "Integrating association rule mining with relational database systems: alternatives and implications," Data Mining and Knowledge Discovery, 4, 89-125, (2000).
2. nd Int. Conference on Knowledge Discovery in Databases and Data Mining, Portland, Oregon, (1996).
3. Wang, M., B. Iyer, and J.S. Vitter, "Scalable mining for classification rules in relational databases," IDEAS, 58-67, (1998).
4. Fernández-Baizán, M.C., Menasalvas Ruiz E., Peña Sánchez J.M., Pardo Pastrana B., "Integrating KDD Algorithms and RDBMS Code," Rough Sets and Current Trends in Computing (1998), 210-213.
5. Stolfo, S., A. Prodromidis, S. Tselepis, W. Lee, W. Fan, and P. Chan, "JAM: Java agents for meta-learning over distributed databases," Proc. Third Intl. Conf. Knowledge Discovery and Data Mining, 74-81, (1997).
6. Grzymala-Busse, J.W., "The LERS family of learning systems based on rough sets," Proc. of the 3rd Midwest Artificial Intelligence and Cognitive Science Society Conference, Carbondale, IL, April 12-14, 103-107, (1991).
7. Pawlak, Z., "Rough sets: basic notion," Int. J. of Computer and Information Science 11, 344-56, (1982).
8. Pawlak, Z., "Rough sets and decision tables," Lecture Notes in Computer Science 208, 186-196, Berlin, Heidelberg, Springer-Verlag, (1985).
9. Pawlak, Z., J. Grzymala-Busse, R. Slowinski, and W. Ziarko, "Rough sets," Communication of ACM, Vol. 38, No. 11, November, (1995), 89-95.
10. Grzymala-Busse, J.W., "Learning from examples based on rough multisets," Proc. of the 2nd Int. Symposium on Methodologies for Intelligent Systems, Charlotte, North Carolina, October 14-17, 325-332, (1987).
11. Chan, C.-C., "Distributed incremental data mining from very large databases: a rough multiset approach," Proc. the 5th World Multi-Conference on Systemics, Cybernetics and Informatics. SCI 2001, Orlando, Florida, July 22-25, (2001), 517-522.
12. Shafer, G., A Mathematical Theory of Evidence. Princeton, NJ, Princeton University Press, (1976).
13. Skowron, A. and J. Grzymala-Busse, "From rough set theory to evidence theory." in Advances in the Dempster-Shafer Theory of Evidence, edited by R. R. Yager, J. Kacprzyk, and M. Fedrizzi, 193-236, John Wiley & Sons, Inc. New York, (1994).
14. Grzymala-Busse, J.W., "Rough set and Dempster-Shafer approaches to knowledge acquisition under uncertainty - a comparison," manuscript, (1987).
15. Knuth, D.E., The Art of Computer Programming. Vol. III, Sorting and Searching. Addison-Wesley, (1973).
16. Grzymala-Busse, J.W., "Knowledge acquisition under uncertainty: a rough set approach," J. of Intelligent and Robotic Systems, Vol. 1, 3-16, (1988).
17. Chan, C.-C., "Incremental learning of production rules from examples under uncertainty: a rough set approach," Int. J. of Software Engineering and Knowledge Engineering, Vol. 1, No. 4, 439-461, (1991).
18. Grzymala-Busse, J.W., Managing Uncertainty in Expert Systems. Morgan Kaufmann Pub., San Mateo, CA, (1991).
19. Hu, X., T.Y. Lin, E. Louie, "Bitmap techniques for optimizing decision support queries and association rule algorithms," IDEAS, (2003), pp. 3443.
20. Kryszkiewicz, M., "Rough Set Approach to Rules Generation from Incomplete Information Systems," In The Encyclopedia of Computer Science and Technology, Marcel Dekker, Inc., New York, Vol. 44, 319-346, (2001).
21. Ślçzak, D., "Various approaches to reasoning with frequency based decision reducts: a survey," in Rough Set Methods and Applications, L. Polkowski, S. Tsumoto, T.Y. Lin (eds.), Physica-Verlag, Heidelberg, New York, (2000).
22. Chamberlin, D. A Complete Guide to DB2 Universal Database. Morgan Kaufmann Publishers. (1998).