کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
536138 870469 2008 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mining conditional patterns in a database
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
Mining conditional patterns in a database
چکیده انگلیسی

Though frequent itemsets and association rules express interesting association among items of frequently occurring itemsets in a database, there may exist other types of interesting associations among the items. A critical analysis of frequent itemsets would provide more insight about a database. In this paper, we introduce the notion of conditional pattern in a database. Conditional patterns are interesting and useful for solving many problems. We propose an algorithm for mining conditional patterns in a database. Experiments are conducted on three real datasets. The results of the experiments show that conditional patterns store significant nuggets of knowledge about a database.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 29, Issue 10, 15 July 2008, Pages 1515–1523
نویسندگان
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