On rule acquisition in decision formal contexts

被引：1
作者：
Jinhai Li
Changlin Mei
Cherukuri Aswani Kumar
Xiao Zhang
机构：
[1] School of Mathematics and Statistics,
[2] Xi’an Jiaotong University,undefined
[3] School of Information Technology and Engineering,undefined
[4] VIT University,undefined
来源：
International Journal of Machine Learning and Cybernetics | 2013年 / 4卷
关键词：
Formal concept analysis; Formal context; Decision formal context; Concept lattice; Rule acquisition;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Rule acquisition is one of the main purposes in the analysis of decision formal contexts. Up to now, there have existed several types of rules (e.g., the decision rules and the granular rules) in decision formal contexts. This study firstly proposes a new algorithm with less time complexity for deriving the non-redundant decision rules from a decision formal context. Then, we invesigate decision rules and the granular rules in the consistent decision formal contexts and make a contrast between the decision rule oriented knowledge reduction and the granular rule oriented knowledge reduction. Finally, some experiments are conducted to assess the efficiency of the proposed rule acquisition algorithm.
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页码：721 / 731
页数：10
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