Safety evaluation model for smart driverless car using support vector machine

W Gang - Journal of Intelligent & Fuzzy Systems, 2019 - content.iospress.com
Under the tide of artificial intelligence, automobile, the most commonly used means of
transportation, is about to enter a new era of automation and driverless driving. Road testing …

Research on abnormal behavior recognition of buses based on improved support vector machine

Y Pan, X Zhao, Z Xu, J Li, Y Li… - Journal of advanced …, 2021 - Wiley Online Library
The abnormal driving behavior of buses brings about greater security threat. How to
effectively identify the abnormal driving behavior of buses has become one of the problems …

[PDF][PDF] The comparison of current development, technology and governments' attitudes of driverless car at home and abroad

C Zhang - Artificial Intelligence Advances, 2019 - journals.bilpubgroup.com
Driverless car, as a direction for future automobile development, greatly improves the
efficiency and safety of the traffic system. It's one of the most popular technical fields. In …

Study on driving decision-making mechanism of autonomous vehicle based on an optimized support vector machine regression

J Zhang, Y Liao, S Wang, J Han - Applied Sciences, 2017 - mdpi.com
Featured Application This work is specifically applied to the driving decision-making system
of autonomous vehicles, allowing autonomous vehicles to run safely under complex urban …

Driving behavior analysis of multiple information fusion based on SVM

JS Pan, K Lu, SH Chen, L Yan - … of Applied Intelligent Systems, IEA/AIE …, 2014 - Springer
With the increase in the number of private cars as well as the non-professional drivers, the
current traffic environment is in urgent need of driving assist equipment to timely reminder …

Road Traffic Safety Prediction Based on Improved SVM

J Yang, J Zhao - ICTE 2013: Safety, Speediness, Intelligence, Low …, 2013 - ascelibrary.org
Traffic safety is considered as one of the important problems in the development of cities.
Thus, a reliable estimation of traffic safety is crucial to be proposed. As predicting outcome …

Evaluation and Prediction of Driver's Bad Driving Behavior Based on the Moving Vehicle Attitude

H Xiang, S Yang, S An, S Ren - International Journal of Security and Its …, 2015 - earticle.net
The driver takes leading part in the complex model of" human-vehicle-road-environment".
The driving behavior has the characteristics of randomness, impulsivity and autonomy etc …

Ethical and legal dilemma of autonomous vehicles: Study on driving decision-making model under the emergency situations of red light-running behaviors

S Li, J Zhang, S Wang, P Li, Y Liao - Electronics, 2018 - mdpi.com
Autonomous vehicles (AVs) are supposed to identify obstacles automatically and form
appropriate emergency strategies constantly to ensure driving safety and improve traffic …

Intelligent evaluation for highway safety with uncertainty based on driving behavior [J]

YL Ye, JL Xu, HZ Yang - Journal of Chang'an University, Natural …, 2010 - zzszrb.chd.edu.cn
In order to evaluate the highway traffic safety objectively, the factors of driver behavior safety
evaluation are established from driver's physical and phychological features. Based on the …

Identifying drunk driving behavior through a support vector machine model based on particle swarm algorithm

M Li, W Wang, P Ranjitkar… - Advances in Mechanical …, 2017 - journals.sagepub.com
Drunk driving is among the main causes of urban road traffic accidents. Currently, contact-
type and non-real-time random inspection are methods used to verify whether drivers are …