Browsing by Author "Fan, TF"

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Arrow decision logic
(2005)
Fan, TF
;
Liu, DR
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Tzeng, GH
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科技管理研究所
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資訊管理與財務金融系註：原資管所+財金所
In this paper, we propose arrow decision logic (ADL), which combines the main features of decision logic and arrow logic. Decision logic represents and reasons about knowledge extracted from decision tables based on rough set theory, while arrow logic is the basic modal logic of arrows. The semantic models of ADL are pairwise comparison tables, which are useful in rough set-based multicriteria analysis. Consequently, ADL can represent preference knowledge induced from multicriteria decision tables.
Justification and hypothesis selection in data mining
(2005)
Fan, TF
;
Liu, DR
;
Liau, CJ
;
資訊管理與財務金融系註：原資管所+財金所
;
Department of Information Management and Finance
Data mining is an instance of the inductive methodology. Many philosophical considerations for induction can also be carried out for data mining. In particular, the justification of induction has been a long-standing problem in epistemology. This article is a recast of the problem in the context of data mining. We formulate the problem precisely in the rough set-based decision logic and discuss its implications for the research of data mining.