کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
391005 | 661329 | 2008 | 16 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Fuzzy confirmation measures
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موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
هوش مصنوعی
پیش نمایش صفحه اول مقاله
چکیده انگلیسی
This paper proposes a number of measures for assessing the quality of fuzzy association rules. The focus is on a particular class of measures which are fuzzy counterparts of probabilistic confirmation measures. The distinguishing feature of such measures is that they are based on probabilistic (in)dependence and so a corresponding definition of fuzzy (in)dependence is proposed. This forms the basis for the definition of a fuzzy confirmation measure and for proposing a number of such measures based on a well-known fuzzy confidence measure. Various properties are considered to narrow the field of viable fuzzy confirmation measures, with one particular measure being found to have a number of advantages.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Fuzzy Sets and Systems - Volume 159, Issue 4, 16 February 2008, Pages 475-490
Journal: Fuzzy Sets and Systems - Volume 159, Issue 4, 16 February 2008, Pages 475-490