论文信息 - In Pursuit of Patterns in Data Reasoning from Data - The Rough Set Way

In Pursuit of Patterns in Data Reasoning from Data - The Rough Set Way

This paper concerns some aspects of rough set based data analysis. In particular rough set look on Bayes' formula leads to new methodology of reasoning from data and shows interesting relationship between Bayes' theorem, rough sets and flow graphs. Three methods of flow graphs application in drawing conclusions from data are presented and examined.

Zdzislaw Pawlak | Z. Pawlak

[1] Andrzej Skowron,et al. Proceedings of the First International Conference on Rough Sets and Current Trends in Computing , 1998 .

[2] Andrzej Skowron,et al. The Discernibility Matrices and Functions in Information Systems , 1992, Intelligent Decision Support.

[3] S. Tsumoto,et al. Rough set methods and applications: new developments in knowledge discovery in information systems , 2000 .

[4] Zdzislaw Pawlak. Theorize with data using rough sets , 2002, Proceedings 26th Annual International Computer Software and Applications.

[5] D. R. Fulkerson,et al. Flows in Networks. , 1964 .

[6] Zdzislaw Pawlak,et al. Rough sets, decision algorithms and Bayes' theorem , 2002, Eur. J. Oper. Res..

[7] Lech Polkowski,et al. Rough Sets in Knowledge Discovery 2 , 1998 .

[8] R. Słowiński. Intelligent Decision Support: Handbook of Applications and Advances of the Rough Sets Theory , 1992 .