کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
384098 660841 2012 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Dependencies among attributes given by fuzzy confirmation measures
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Dependencies among attributes given by fuzzy confirmation measures
چکیده انگلیسی

This paper is a contribution to theoretical background of data mining, more precisely to fuzzy association analysis. We consider three the most commonly used confirmation measures and we study relations among found and known associations given by them. Good understanding of such relationships is necessary for creating more efficient algorithms or for subsequent work with found associations as well as for cooperation with the consumer of the data mining process. Even if our motivation to this work arose from mining of linguistic associations, found properties that coincide with semantics of mined associations are valid in general. Additionally, some examples showing how to use obtained properties are also contained in this paper.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Expert Systems with Applications - Volume 39, Issue 9, July 2012, Pages 7591–7599
نویسندگان
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