کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
404171 677395 2008 8 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mining knowledge from data using Anticipatory Classifier System
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Mining knowledge from data using Anticipatory Classifier System
چکیده انگلیسی

The article demonstrates the capabilities of Anticipatory Classifier System in solving the data mining tasks. It is a first application of anticipatory learning to a real world exploration tasks. The results of experiments with Monk’s, Voting-record and WBC problems are shown as well as comparison of these results with other systems is presented. ACS handles these tasks quite well even though it is designed for a different kind of problems.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Knowledge-Based Systems - Volume 21, Issue 5, July 2008, Pages 363–370
نویسندگان
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