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자료유형
학술저널
저자정보
Masahiro Inuiguchi (Osaka University) Masanori Inoue (Osaka University) Yoshifumi Kusunoki (Osaka University)
저널정보
대한산업공학회 Industrial Engineering & Management Systems Industrial Engineering & Management Systems 제10권 제1호
발행연도
2011.3
수록면
65 - 73 (9page)

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초록· 키워드

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In rough set literatures, methods for inducing minimal rules from a given decision table have been proposed. When the decision attribute is ordinal, inducing rules about upward and downward unions of decision classes is advantageous in the simplicity of obtained rules. However, because of independent applications of the rule induction method, inclusion relations among upward/downward unions in conclusion parts are not inherited to the condition parts of obtained rules. This non-inheritance may debase the quality of obtained rules. To ensure that inclusion relations among conclusions are inherited to conditions, we propose two rule induction approaches. The performances of the proposed approaches considering the inclusion relations between conclusions are examined by numerical experiments.

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Abstract
1. INTRODUCTION
2. ROUGH SET BASED RULE INDUCTION
3. PROPOED APPROACHES
4. NUMERICAL EXPERIMENTS
5. CONCLUDING REMARKS
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UCI(KEPA) : I410-ECN-0101-2013-530-003635961