کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
862650 1470802 2011 5 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
A New Data Mining Method based on Multidimensional-Data Flow
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
A New Data Mining Method based on Multidimensional-Data Flow
چکیده انگلیسی

Data mining, this is the whole fish bone drive a new term, is an abstract concept and improve the multidimensional-data bones application process data mining technology is applied to process optimization and structure of the data mining. End-to-end DMDF figure including complex data flow and different processing composition and improve the level of breeding. DMDF provide comprehensive platform and mixed methods to support the whole life cycle of comprehensive method data mining. Data pretreatment, data classification, association rules mining and prediction of the foundation and contact the whole life cycle of the data mining process. DMDF support several different mining components from the strategic level, tactics level of abstraction level, and then design a data mining system to realize the reasonable process execution buildings. Is a new direction DMDF structure of the data mining process.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Engineering - Volume 24, 2011, Pages 365-369