Assessing Traffic Accident Occurrence of Road Segments through an Optimized Decision Rule
المؤلفون المشاركون
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2015، العدد 2015 (31 ديسمبر/كانون الأول 2015)، ص ص. 1-6، 6ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2015-05-04
دولة النشر
مصر
عدد الصفحات
6
التخصصات الرئيسية
الملخص EN
Statistical models for estimating the safety status of transportation facilities have received great attention in the last two decades.
These models also perform an important role in transportation safety planning as well as diagnoses of locations with high accident risks.
However, the current methods largely rely on regression analyses and therefore they could ignore the multicollinearity characteristics of factors, which may provide additional information for enhancing the performance of forecasting models.
This study seeks to develop more precise models for forecasting safety status as well as addressing the issue of multicollinearity of dataset.
The proposed mathematical approach is indeed a discriminant analysis with respect to the goal of minimizing Bayes risks given multivariate distributions of factors.
Based on this model, numerical analyses also perform with the application of a simulated dataset and an empirically observed dataset of traffic accidents in road segments.
These examples essentially illustrate the process of Bayes risk minimization on predicating the safety status of road segments toward the objective of smallest misclassification rate.
The paper finally concludes with a discussion of this methodology and several important avenues for future studies are also provided.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Ma, Lu& Yan, Xuedong. 2015. Assessing Traffic Accident Occurrence of Road Segments through an Optimized Decision Rule. Mathematical Problems in Engineering،Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1074229
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Ma, Lu& Yan, Xuedong. Assessing Traffic Accident Occurrence of Road Segments through an Optimized Decision Rule. Mathematical Problems in Engineering No. 2015 (2015), pp.1-6.
https://search.emarefa.net/detail/BIM-1074229
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Ma, Lu& Yan, Xuedong. Assessing Traffic Accident Occurrence of Road Segments through an Optimized Decision Rule. Mathematical Problems in Engineering. 2015. Vol. 2015, no. 2015, pp.1-6.
https://search.emarefa.net/detail/BIM-1074229
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1074229
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر