相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。Quantifying and comparing the effects of key risk factors on various types of roadway segment crashes with LightGBM and SHAP
Xiao Wen et al.
ACCIDENT ANALYSIS AND PREVENTION (2021)
CorrAUC: A Malicious Bot-IoT Traffic Detection Method in IoT Network Using Machine-Learning Techniques
Muhammad Shafiq et al.
IEEE INTERNET OF THINGS JOURNAL (2021)
Data mining and machine learning methods for sustainable smart cities traffic classification: A survey
Survey Muhammad Shafiq et al.
SUSTAINABLE CITIES AND SOCIETY (2020)
IoT malicious traffic identification using wrapper-based feature selection mechanisms
Muhammad Shafiq et al.
COMPUTERS & SECURITY (2020)
Selection of effective machine learning algorithm and Bot-IoT attacks traffic identification for internet of things in smart city
Muhammad Shafiq et al.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE (2020)
Optimal design alternatives of advance guide signs of closely spaced exit ramps on urban expressways
Lihua Huang et al.
ACCIDENT ANALYSIS AND PREVENTION (2020)
Toward safer highways, application of XGBoost and SHAP for real-time accident detection and feature analysis
Amir Bahador Parsa et al.
ACCIDENT ANALYSIS AND PREVENTION (2020)
Development of Urban Road Order Index Based on Driving Behavior and Speed Variation
Ying Yao et al.
TRANSPORTATION RESEARCH RECORD (2019)
Crash injury severity analysis using a two-layer Stacking framework
Jinjun Tang et al.
ACCIDENT ANALYSIS AND PREVENTION (2019)
Network screening for large urban road networks: Using GPS data and surrogate measures to model crash frequency and severity
Joshua Stipancic et al.
ACCIDENT ANALYSIS AND PREVENTION (2019)
Analysis of real-time crash risk for expressway ramps using traffic, geometric, trip generation, and socio-demographic predictors
Ling Wang et al.
ACCIDENT ANALYSIS AND PREVENTION (2019)
Assessing rear-end collision risk of cars and heavy vehicles on freeways using a surrogate safety measure
Peibo Zhao et al.
ACCIDENT ANALYSIS AND PREVENTION (2018)
Investigating factors of crash frequency with random effects and random parameters models: New insights from Chinese freeway study
Qinzhong Hou et al.
ACCIDENT ANALYSIS AND PREVENTION (2018)
Predicting expressway crash frequency using a random effect negative binomial model: A case study in China
Zhuanglin Ma et al.
ACCIDENT ANALYSIS AND PREVENTION (2017)
Crash Risk Prediction Modeling Based on the Traffic Conflict Technique and a Microscopic Simulation for Freeway Interchange Merging Areas
Shen Li et al.
INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (2016)
Weather impacts on single-vehicle truck crash injury severity
Bhaven Naik et al.
JOURNAL OF SAFETY RESEARCH (2016)
Estimation of the severity of safety critical events
Omar Bagdadi
ACCIDENT ANALYSIS AND PREVENTION (2013)
Investigating the different characteristics of weekday and weekend crashes
Rongjie Yu et al.
JOURNAL OF SAFETY RESEARCH (2013)
Assessment of Interaction of Crash Occurrence, Mountainous Freeway Geometry, Real-Time Weather, and Traffic Data
Mohamed M. Ahmed et al.
TRANSPORTATION RESEARCH RECORD (2012)
Crashes and crash-surrogate events: Exploratory modeling with naturalistic driving data
Kun-Feng Wu et al.
ACCIDENT ANALYSIS AND PREVENTION (2012)
Safety evaluation of right-turn smart channels using automated traffic conflict analysis
Jarvis Autey et al.
ACCIDENT ANALYSIS AND PREVENTION (2012)
Exploring a Bayesian hierarchical approach for developing safety performance functions for a mountainous freeway
Mohamed Ahmed et al.
ACCIDENT ANALYSIS AND PREVENTION (2011)
Evaluation of traffic safety, based on micro-level behavioural data: Theoretical framework and first implementation
Aliaksei Laureshyn et al.
ACCIDENT ANALYSIS AND PREVENTION (2010)
Predicting motor vehicle crashes using Support Vector Machine models
Xiugang Li et al.
ACCIDENT ANALYSIS AND PREVENTION (2008)
Identifying crash propensity using specific traffic speed conditions
M Abdel-Aty et al.
JOURNAL OF SAFETY RESEARCH (2005)
Effects of road geometry and traffic volumes on rural roadway accident rates
MG Karlaftis et al.
ACCIDENT ANALYSIS AND PREVENTION (2002)
Modeling traffic accident occurrence and involvement
MA Abdel-Aty et al.
ACCIDENT ANALYSIS AND PREVENTION (2000)