کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
861496 1470783 2012 7 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Application of Data Mining Techniques in the Analysis of Fire Incidents
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی مهندسی (عمومی)
پیش نمایش صفحه اول مقاله
Application of Data Mining Techniques in the Analysis of Fire Incidents
چکیده انگلیسی

In recent years, the number of fire accidents decreased slowly, but the losses due to fire accident is still enormous every year. Under this circumstances, with the combination of data mining, data analysis and accident analysis theory, Microsoft SQL Server business intelligence components was used to perform data mining and implement the fire accident cases and data analysis with four commonly used algorithms - cluster analysis, association rules, time series and decision tree. Data mining is aiming to provide a reference on the application methods in analysis of incidents, and has a certain academic value and practical significance in the analysis of the data processing and information on fire accident.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Procedia Engineering - Volume 43, 2012, Pages 250-256