Publications by authors named "Seyed Amir Mohammad Bagheri"
Article Synopsis
- The research investigates the impact of streetscape and land use on urban accidents in Mashhad from 2017 to 2021, focusing on three different urban zones.
- The study found that commercial areas had the highest accident rates, three times those of residential areas, with 75% of these accidents occurring in open streetscapes.
- Machine learning models were used for analysis, with Random Forest Regression achieving the highest accuracy at 85%, followed by Extreme Boost Gradient Regression at 81%, and Multilayer Neural Network Perceptron at 75%.
