کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
403001 677037 2010 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Implementing a data mining solution for enhancing carpet manufacturing productivity
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر هوش مصنوعی
پیش نمایش صفحه اول مقاله
Implementing a data mining solution for enhancing carpet manufacturing productivity
چکیده انگلیسی

In recent years, knowledge has received significant attention in manufacturing to built a competitive advantage in the sector. Knowledge induction from data is an important issue in manufacturing to find the failure of the process then predict and improve the future system performance.This research examines the improvement of manufacturing process via data mining. Not only do we detect and isolate machine breakdowns in carpet manufacturing, but also we propose a C4.5 decision tree model. In addition, we use attribute relevance analysis to select the qualitative attribute’s variables. Consequently, manufacturing process is redeveloped.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Knowledge-Based Systems - Volume 23, Issue 8, December 2010, Pages 783–788
نویسندگان
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