Analysis of Global Road Traffic Death Data Using a Clustering Approach
نویسندگان
چکیده
Three years of global traffic death data were analyzed to identify significant socio-economic determinants death. Due wide variation elements, the collected standardized and then four clusters namely Medium, Low, High Medium-High formed. The stepwise regression analysis method was used find determinants. Proportion urban population, alcohol, number registered vehicles per million population human development index appeared as However, income noticed a variable in case only cluster Low. involvement older drivers incident very low.
منابع مشابه
Student Data Analysis using Clustering Approach
The work developed shows that Cluster Analysis appropriately answers the questions that arise when we try to frame socially and pedagogically the success/failure in a particular subject. Proposed worked developed a logistic regression analysis, as the study was carried out as a contribution to explain the success/failure in Exams. As a final step, the responses of both statistical analysis were...
متن کاملA Network Analysis of Road Traffic with Vehicle Tracking Data
The high resolution tracking data for hundreds to thousands of urban vehicles, as well as the availability of digitized map data, provide urban planners unprecedented opportunities for better understanding urban motor vehicle transportation and for better exploiting the knowledge thereof. This paper combines the domain knowledge of traffic engineering with machine learning techniques, and gives...
متن کاملComment on "A new clustering approach using data envelopment analysis"
Article history: Received 16 July 2007 Accepted 22 October 2008 Available online 5 November 2008
متن کاملYears of Life Lost due to early death from road traffic injuries in Mazandaran province
Background and purpose: Disasters and traffic accidents as the leading causes of disability and death throughout the world are the most significant health problems which have usually been predictable and, therefore, possible to prevent. The present study, as the first attempt, was conducted to calculate the burden of life years lost due to early death caused by traffic accidents in Mazandaran P...
متن کاملA Novel Image Processing Approach for Qualitative Road Traffic Data Analysis
Real-time qualitative road traffic data analysis is the cornerstone for any modern transport system. So far, most of the analysis is done manually and the use of image processing techniques for qualitative analysis is at its early stage. In this paper we concentrate on qualitative analysis of a traffic scene, which is describing the traffic scene similar to the description of a traffic expert w...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Current Urban Studies
سال: 2022
ISSN: ['2328-4900', '2328-4919']
DOI: https://doi.org/10.4236/cus.2022.102017