کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
6905624 | 862819 | 2014 | 11 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
Investigating the relationship between adverse events and infrastructure development in an active war theater using soft computing techniques
ترجمه فارسی عنوان
بررسی رابطه بین رویدادهای ناخواسته و توسعه زیرساخت در یک تئاتر جنگی فعال با استفاده از تکنیک های محاسبات نرم
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
نرم افزارهای علوم کامپیوتر
چکیده انگلیسی
- We investigate the relationship between adverse events and infrastructure development investments in an active war theater.
- We develop soft computing techniques (ANN, FIS, and ANFIS) for estimating the number of adverse events based on the occurrence of economic improvement projects.
- The performance of each model was investigated and compared to all other models using the calculated mean absolute percentage error (MAPE) values.
- When the model accuracy was calculated based on the MAPE for each of the models, ANN had better predictive accuracy than FIS and ANFIS models, as demonstrated by experimental results.
- The sensitivity analysis results show that the importance of economic development projects varied based on the specific regions and time period.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Applied Soft Computing - Volume 25, December 2014, Pages 204-214
Journal: Applied Soft Computing - Volume 25, December 2014, Pages 204-214
نویسندگان
Erman Ãakıt, Waldemar Karwowski, Halil Bozkurt, Tareq Ahram, William Thompson, Piotr Mikusinski, Gene Lee,