A Review on Impact Analysis of Accident Using AI
DOI:
https://doi.org/10.54060/JIEEE/002.02.005Keywords:
Road Traffic Accidents, Data Analysis, AIAbstract
In recent years, road collisions have become a global problem and have been classified as the 10th leading cause of death in the world. Due to the large number of road losses consistently, it has become a major problem in Bangladesh. It is totally unacceptable and sad to allow a citizen to kill in a road accident. The purpose is to show you how to extract logical data from a raw database and visualize it. The results show that hourly planning, day-to-day intelligence, lunar intelligence and year-round planning allow you to look at how road accidents change over time. Two types of road accidents have oc-curred in particular, and data analysis of road accidents have led to conclusions that will help reduce the number of accidents.
Downloads
References
I. C. Dipto, M. A. Rahman, T. Islam, et al., “Prediction of accident severity using artificial neural network: A comparison of analytical capabilities between python and R,” J. data anal. inf. process., vol. 08, no. 03, pp. 134–157, Jan 2020.
M. F. Labib, A. S. Rifat, M. M. Hossain, et al., “Road accident analysis and prediction of accident severity by using machine learning in Bangladesh,” in 7th International Conference on Smart Computing & Communications (ICSCC), pp.1-5, Sep 2019.
X. Jianfeng , G. Hongyu , T. Jian , et al. ,"A order and acknowledgment model for the seriousness of street auto collision", Advances in Mechanical Engineering, vol.11, no.5, pp.1–8, 2019.
J. Sodikov and TJPRC, “Road traffic accident data analysis and visualization in R,” Int. J. Civ. Struct. Environ. Infrastruct. Eng. Res. Dev., vol. 8, no. 3, pp. 25–32, June 2018.
S. Kumar, & D,Toshniwal, "An information mining way to deal with portray street mishap areas", J. Mod. Transport, vol. 24, no.1, pp.62–72, 2016.
S. Shanthi and Dr. R. G. Ramani, " Specific Classification of Road Accident Patterns through Data Mining Techniques", IEEE-International Conference on Advances in Engineering, Science and Management, pp.374-380, March 2012.
T. K. Anderson, "Part thickness assessment and K-implies bunching to profile street mishap areas of interest", Accident Analysis and Prevention, vol. 41, pp.359–364, 2009.
Y. George, T. Athanasios, & P. George, "Investigation of street mishap seriousness per vehicle type" Science Direct, Transportation Research Procedia, pp.2081–2088, 2017.
F. L. Mannering and C. R. Bhat, "Scientific techniques in mishap research: methodological wilderness and future headings," Analytic Methods in Accident Research, vol. 1, pp. 1–22, 2014.
J. C. Principe, N. R. Euliano, and W. C. Lefebvre, Neural and Adaptive Systems: Fundamentals through Simulations, vol. 672, 2000.
D. Akin and B. Akbaş, "A neural organization (NN) model to anticipate convergence crashes dependent on driver, vehicle and street surface attributes," Scientific Research and Essays, vol. 5, no. 19, pp. 2837–2847, Oct 2010.
R. Yu and M. Abdel-Aty, "Breaking down accident injury seriousness for a precipitous turnpike joining continuous traffic and climate information," Safety Science, vol. 63, pp. 50–56, 2014.
P. Singhal, P. Sharma, and B. Hazela, “End-to-end message authentication using CoAP over IoT,” in International Conference on Innovative Computing and Communications, Singapore: Springer Singapore, vol,55, pp. 279–288, 2019.
T. Molla, B. Khan, and P. Singh, “A comprehensive analysis of smart home energy management system optimization techniques,” J Autonom Intell, vol. 1, no. 1, p. 15-21, Oct 2018.
P. Singhal, P. Singh, and A. Vidyarthi, “Interpretation and localization of Thorax diseases using DCNN in Chest X-Ray,” Journal of Informatics Electrical and Electronics Engineering (JIEEE), vol. 1, no. 1, pp. 1–7, April 2020.
M. Vinny, & P. Singh, “Review on the Artificial Brain Technology: BlueBrain,” Journal of Informatics Electrical and Electronics Engineering, vol.1, no.1, pp. 1-11, April 2020.
A. Singh and P. Singh, ”Object Detection,” Journal of Management and Service Science, vol.1, no.2, pp. 1-20, 2021.
A. Singh, & P. Singh,” Image Classification: A Survey,” Journal of Informatics Electrical and Electronics Engineering, vol.1, no.2, pp. 1-9, Nov 2020.
A. Singh and P. Singh,” License Plate Recognition,” Journal of Management and Service Science, vol.1, no.2, pp. 1-14, 2021.
Downloads
Published
How to Cite
CITATION COUNT
Issue
Section
