Authors
Masahiro Inuiguchi, Takuya Miyajima
Publication date
2007/9/16
Journal
European journal of operational research
Volume
181
Issue
3
Pages
1540-1553
Publisher
North-Holland
Description
We study rule induction from two decision tables as a basis of rough set analysis of more than one decision tables. We regard the rule induction process as enumerating minimal conditions satisfied with positive examples but unsatisfied with negative examples and/or with negative decision rules. From this point of view, we show that seven kinds of rule induction are conceivable for a single decision table. We point out that the set of all decision rules from two decision tables can be split in two levels: a first level decision rule is positively supported by a decision table and does not have any conflict with the other decision table and a second level decision rule is positively supported by both decision tables. To each level, we propose rule induction methods based on decision matrices. Through the discussions, we demonstrate that many kinds of rule induction are conceivable.
Total citations
200620072008200920102011201220132014201520162017201820192020202120222023112849749864143411
Scholar articles
M Inuiguchi, T Miyajima - European journal of operational research, 2007