Drawing conclusions from data - the rough set way

International Journal of Intelligent Systems

Volumn 16, Issue 1, 2001, Pages 3-11

  Pawlak, Zdzisław ^a  

^a INSTITUTE OF THEORETICAL AND APPLIED INFORMATICS   (Poland)

Author keywords

[No Author keywords available]

Indexed keywords

APPROXIMATION THEORY; DECISION TABLES; DECISION THEORY; ROUGH SET THEORY; STATISTICAL METHODS;

BAYES THEOREM; DECISION RULE; STATISTICAL INFERENCE;

SET THEORY;

EID: 0035154659     PISSN: 08848173     EISSN: None     Source Type: Journal    
DOI: 10.1002/1098-111X(200101)16:1<3::AID-INT2>3.0.CO;2-I     Document Type: Article

References (13)

1. Pawlak Z. Decision rules, Bayes' rule and rough sets. In: Zhong N, Skoron A, Ohsuga S, editors. New directions in rough sets, data mining, and granular - soft computing. Proceedings 7th International Workshop, RSFDGSC'99, Yamaguchi, Japan, November 1999. p 1-9.
2. Łukasiewicz J. Die logishen Grundlagen der Wahrscheinilchkeitsrechnung. Krakow (1913). In: Borkowski L, editor. Jan Łukasiewicz - Selected works. Amsterdam, London: North Holland Publishing; Warsaw: Polish Scientific Publishers; 1970.
3. Tsumoto S, Kobayashi S, Yokomori T, Tanaka H, Nakamura A, editors. Proceedings of the fourth international workshop on rough sets, fuzzy sets, and machine discovery (RSFD'96). The University of Tokyo, November 6-8, 1996.
4. Tsumoto S. Modelling medical diagnostic rules based on rough sets. In: Polkowski L, Skowron A, editors. Rough sets and current trends in computing. Lecture notes in artificial intelligence. Proceedings, First International Conference, RSCTC'98, Warsaw, Poland, June, 1998. p 475-482.
5. Adams, EW. The logic of conditionals, an application of probability to deductive logic. Boston, Dordrecht: D Reidel Publishing Company; 1975.
6. Grzymała-Busse J. Managing uncertainty in expert systems. Boston, Dordrecht: Kluwer Academic Publishers; 1991.
7. Pawlak Z. Rough sets - theoretical aspects of reasoning about data. Boston, Dordrecht: Kluwer Academic Publishers; 1991.
8. Pawlak Z. Reasoning about data - a rough set perspective. In: Polkowski L, Skowron, A, editors. Rough sets and current trends in computing. Lecture notes in artificial intelligence. First international conference, RSCTC'98, Warsaw, Poland, June 1998. p 25-34.
9. Pawlak Z, Skowron A. Rough membership functions. In: Yaeger RR, Fedrizzi M, Kacprzyk J, editors. Advances in the Dempster Shafer theory of evidence. New York: John Wiley & Sons, Inc.; 1994. p 251-271.
10. Polkowski L, Skowron A, editors. Rough sets and current trends in computing. Lecture notes in artificial intelligence. Proceedings First International Conference, RSCTC'98, Warsaw, Poland, June, 1998.
11. Polkowski L, Skowron A, editors. Rough sets in knowledge discovery. Physica-Verlag, Vol. 1, No. 2, 1998.
12. Skowron A. Management of uncertainty in AI: a rough set approach. In: Proceedings of the Conference SOFTEKS. Springer Verlag and British Computer Society; 1994. p 69-86.
13. Ziarko W. Approximation region-based decision tables. In: Polkowski L, Skowron A, editors. Rough sets in knowledge discovery. Physica-Verlag, Vol. 1, No. 2, 1998. p 178-185.