A Multi-View Decision Model Based on Decision-Theoretic Rough Set

Authors:
Xianzhong Zhou;Huaxiong Li
Affiliations:
School of Management and Engineering, Nanjing University, Nanjing, P.R. China 210093 and State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, P.R. China 210093;School of Management and Engineering, Nanjing University, Nanjing, P.R. China 210093
Venue:
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Year:
2009

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Abstract

A review of Pawlak rough set models and probabilistic rough set models is presented, and a multi-view decision method based on decision-theoretic rough set model is proposed, in which optimistic decision, pessimistic decision, and indifferent decision are provided according to the cost of misclassification, which are well interpreted based on both practical examples and theoretic analysis.