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Exploring the spatiotemporal heterogeneity of freeway secondary crashes using GTWR model 基于GTWR模型的高速公路二次碰撞时空异质性研究
Journal of Transportation Safety & Security Pub Date : 2023-06-08 DOI: 10.1080/19439962.2023.2211028
Huiwen Liu, Weihua Zhang, Shiguang Wang, Zeyang Cheng, Yangyang Gan
{"title":"Exploring the spatiotemporal heterogeneity of freeway secondary crashes using GTWR model","authors":"Huiwen Liu, Weihua Zhang, Shiguang Wang, Zeyang Cheng, Yangyang Gan","doi":"10.1080/19439962.2023.2211028","DOIUrl":"https://doi.org/10.1080/19439962.2023.2211028","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128663798","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of adaptive signal control technology (ASCT) on severity of intersection-related crashes 自适应信号控制技术(ASCT)对交叉口碰撞严重程度的影响
Journal of Transportation Safety & Security Pub Date : 2023-05-25 DOI: 10.1080/19439962.2023.2215962
John H. Kodi, Md Sultan Ali, Angela E. Kitali, Priyanka Alluri, T. Sando
{"title":"Influence of adaptive signal control technology (ASCT) on severity of intersection-related crashes","authors":"John H. Kodi, Md Sultan Ali, Angela E. Kitali, Priyanka Alluri, T. Sando","doi":"10.1080/19439962.2023.2215962","DOIUrl":"https://doi.org/10.1080/19439962.2023.2215962","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131292871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Temporal instability assessment of motorcyclist-injury severities using categorical principal component analysis and random parameter approach with heterogeneity in means 使用分类主成分分析和随机参数方法评估摩托车手损伤严重程度的时间不稳定性
Journal of Transportation Safety & Security Pub Date : 2023-05-22 DOI: 10.1080/19439962.2023.2214509
Qiong Yu, Yue Zhou, Chuan Xu, Eskindir Ayele Atumo, Xinguo Jiang
{"title":"Temporal instability assessment of motorcyclist-injury severities using categorical principal component analysis and random parameter approach with heterogeneity in means","authors":"Qiong Yu, Yue Zhou, Chuan Xu, Eskindir Ayele Atumo, Xinguo Jiang","doi":"10.1080/19439962.2023.2214509","DOIUrl":"https://doi.org/10.1080/19439962.2023.2214509","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122233506","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Real-time driving risk assessment based on the psycho-physical field 基于心理-生理领域的实时驾驶风险评估
Journal of Transportation Safety & Security Pub Date : 2023-05-09 DOI: 10.1080/19439962.2023.2208065
Duo Zhang, Jian Sun, Junhua Wang, Rongjie Yu
{"title":"Real-time driving risk assessment based on the psycho-physical field","authors":"Duo Zhang, Jian Sun, Junhua Wang, Rongjie Yu","doi":"10.1080/19439962.2023.2208065","DOIUrl":"https://doi.org/10.1080/19439962.2023.2208065","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134119270","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An aggressive driving state recognition model using EEG based on stacking ensemble learning 一种基于叠加集成学习的攻击性驾驶状态识别模型
Journal of Transportation Safety & Security Pub Date : 2023-05-05 DOI: 10.1080/19439962.2023.2204843
Liu Yang, Qianxi Zhao
{"title":"An aggressive driving state recognition model using EEG based on stacking ensemble learning","authors":"Liu Yang, Qianxi Zhao","doi":"10.1080/19439962.2023.2204843","DOIUrl":"https://doi.org/10.1080/19439962.2023.2204843","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"86 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126341215","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multiscale spatial analysis of macro-level determinants of bicycle crash frequencies in the Phoenix metro region 凤凰城域自行车碰撞频率宏观影响因素的多尺度空间分析
Journal of Transportation Safety & Security Pub Date : 2023-04-19 DOI: 10.1080/19439962.2023.2201176
S. Gehrke, Brendan J. Russo, Micah Huff, E. Smaglik
{"title":"Multiscale spatial analysis of macro-level determinants of bicycle crash frequencies in the Phoenix metro region","authors":"S. Gehrke, Brendan J. Russo, Micah Huff, E. Smaglik","doi":"10.1080/19439962.2023.2201176","DOIUrl":"https://doi.org/10.1080/19439962.2023.2201176","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128541459","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A two-dimensional lateral interaction crash risk evaluation model considering imbalanced data 考虑不平衡数据的二维横向碰撞风险评价模型
Journal of Transportation Safety & Security Pub Date : 2023-04-19 DOI: 10.1080/19439962.2023.2201181
Rongjie Yu, Ning Xie, Hui Zhang
{"title":"A two-dimensional lateral interaction crash risk evaluation model considering imbalanced data","authors":"Rongjie Yu, Ning Xie, Hui Zhang","doi":"10.1080/19439962.2023.2201181","DOIUrl":"https://doi.org/10.1080/19439962.2023.2201181","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125479924","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating the safe and eco-driving performances of car-following behaviors in a vehicle platoon under foggy conditions 雾天条件下车辆队列跟随行为的安全与生态驾驶性能评价
Journal of Transportation Safety & Security Pub Date : 2023-04-18 DOI: 10.1080/19439962.2023.2201173
Yan Huang, Xuedong Yan, X. Li, A. Rakotonirainy
{"title":"Evaluating the safe and eco-driving performances of car-following behaviors in a vehicle platoon under foggy conditions","authors":"Yan Huang, Xuedong Yan, X. Li, A. Rakotonirainy","doi":"10.1080/19439962.2023.2201173","DOIUrl":"https://doi.org/10.1080/19439962.2023.2201173","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130306664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Plateau effect on driver’s hazard perception response mode: Graph construction approach 平台效应对驾驶员危险感知反应模式的影响:图构建方法
Journal of Transportation Safety & Security Pub Date : 2023-04-05 DOI: 10.1080/19439962.2023.2191230
Chenzhu Wang, Mingyu Hou, Fei Chen, Jiayun Zhu, Jianchuan Cheng, Wu Bo, Ping Zhang, S. Easa
{"title":"Plateau effect on driver’s hazard perception response mode: Graph construction approach","authors":"Chenzhu Wang, Mingyu Hou, Fei Chen, Jiayun Zhu, Jianchuan Cheng, Wu Bo, Ping Zhang, S. Easa","doi":"10.1080/19439962.2023.2191230","DOIUrl":"https://doi.org/10.1080/19439962.2023.2191230","url":null,"abstract":"","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133157928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A deep learning and full consistency approach to roadway safety scoring 基于深度学习和完全一致性的道路安全评分方法
Journal of Transportation Safety & Security Pub Date : 2023-03-16 DOI: 10.1080/19439962.2023.2178565
Karim Soliman, Hesham M. Eraqi, Dalia Said, H. Abdelgawad
{"title":"A deep learning and full consistency approach to roadway safety scoring","authors":"Karim Soliman, Hesham M. Eraqi, Dalia Said, H. Abdelgawad","doi":"10.1080/19439962.2023.2178565","DOIUrl":"https://doi.org/10.1080/19439962.2023.2178565","url":null,"abstract":"Abstract The World Health Organization (WHO) estimated that worldwide road traffic crashes account for 1.35 million annual deaths in 2018. Most studies in road safety field have focused on studying road features effect on crash frequency and injury severity. However, limited studies use automatic road features detection methods to evaluate road safety. This research applies deep learning object detection to automatically identify roads features and Full Consistency Method (FUCOM) to rank the effect of road features on safety. A deep artificial network object detector is trained to efficiently detect road objects in a front-facing camera image, then FUCOM is applied to determine safety weights for ten Key Safety Indicators (KSIs). After determining final weights, the proposed approach is applied on a case study in Greater Cairo, in which 354 km of multi-class roads are divided to 1-km sections and assigned a road safety score (RSS). The resulting RSS identifies areas that exhibit low safety scores, enabling decision makers to focus their efforts on features that can attain highest improvement. This research contributes to supporting governments and roadway asset management agencies in prioritizing their efforts (and funding) in addressing roadway safety – especially where structured historical data collection programs are largely missing.","PeriodicalId":205624,"journal":{"name":"Journal of Transportation Safety & Security","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114334081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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