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Traffic accident severity prediction based on interpretable deep learning model 基于可解释深度学习模型的交通事故严重性预测
Transportation Letters Pub Date : 2024-09-13 DOI: 10.1080/19427867.2024.2398336
Yulong Pei, Yuhang Wen, Sheng Pan
{"title":"Traffic accident severity prediction based on interpretable deep learning model","authors":"Yulong Pei, Yuhang Wen, Sheng Pan","doi":"10.1080/19427867.2024.2398336","DOIUrl":"https://doi.org/10.1080/19427867.2024.2398336","url":null,"abstract":"Accurately predicting traffic accident severity is crucial for road safety. However, existing studies lack interpretability in revealing the relationship between accident severity and key factors. ...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220874","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
Exploring the effect of built environment on spatiotemporal evolution of traffic congestion using a novel GTWR model: a case study of Hefei, China 利用新型 GTWR 模型探索建筑环境对交通拥堵时空演变的影响：中国合肥案例研究
Transportation Letters Pub Date : 2024-09-08 DOI: 10.1080/19427867.2024.2396773
Huiwen Liu, Weihua Zhang, Shiguang Wang, Zeyang Cheng, Liyang Wei, Wenjuan Huang
{"title":"Exploring the effect of built environment on spatiotemporal evolution of traffic congestion using a novel GTWR model: a case study of Hefei, China","authors":"Huiwen Liu, Weihua Zhang, Shiguang Wang, Zeyang Cheng, Liyang Wei, Wenjuan Huang","doi":"10.1080/19427867.2024.2396773","DOIUrl":"https://doi.org/10.1080/19427867.2024.2396773","url":null,"abstract":"Understanding the impact of the built environment on traffic congestion can provide reliable references for alleviating traffic congestion. Previous research has explored traffic congestion evoluti...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220875","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
Network effects from the provision of charging stations in the market diffusion of electric vehicles 在电动汽车市场普及过程中提供充电站的网络效应
Transportation Letters Pub Date : 2024-09-05 DOI: 10.1080/19427867.2024.2398323
Xiaoling Liu, Xu Guo, Xiaohua Sun, Helen Song-Turner
{"title":"Network effects from the provision of charging stations in the market diffusion of electric vehicles","authors":"Xiaoling Liu, Xu Guo, Xiaohua Sun, Helen Song-Turner","doi":"10.1080/19427867.2024.2398323","DOIUrl":"https://doi.org/10.1080/19427867.2024.2398323","url":null,"abstract":"This study investigates the long-term effects of charging station construction on electric vehicle (EV) diffusion, considering different deployment approaches and scales. Using China as a case stud...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220876","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 human-in-the-loop ensemble fusion framework for road crash prediction: coping with imbalanced heterogeneous data from the driver-vehicle-environment system 用于道路碰撞预测的人在环集合融合框架：应对来自驾驶员-车辆-环境系统的不平衡异构数据
Transportation Letters Pub Date : 2024-09-03 DOI: 10.1080/19427867.2024.2392063
Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-Dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi, Nusrat Jahan
{"title":"A human-in-the-loop ensemble fusion framework for road crash prediction: coping with imbalanced heterogeneous data from the driver-vehicle-environment system","authors":"Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-Dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi, Nusrat Jahan","doi":"10.1080/19427867.2024.2392063","DOIUrl":"https://doi.org/10.1080/19427867.2024.2392063","url":null,"abstract":"Road accidents are an inevitable aspect of daily life, and predicting crashes is crucial for minimizing disruptions and advancing intelligent transportation technologies. This study aims to design ...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220915","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
Toward mainstreaming care activities in transportation: a time use and mobility segmentation approach 将护理活动纳入交通主流：时间利用和流动性细分方法
Transportation Letters Pub Date : 2024-08-31 DOI: 10.1080/19427867.2024.2393536
Sebastián Henríquez, Juan Antonio Carrasco, Sebastián Astroza
{"title":"Toward mainstreaming care activities in transportation: a time use and mobility segmentation approach","authors":"Sebastián Henríquez, Juan Antonio Carrasco, Sebastián Astroza","doi":"10.1080/19427867.2024.2393536","DOIUrl":"https://doi.org/10.1080/19427867.2024.2393536","url":null,"abstract":"This paper assesses the importance of incorporating care dimensions into activity-travel segmentation to understand daily life mobility strategies. The data came from six neighbourhoods in Concepci...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220878","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
Analyzing the transfer duration of public transport passengers using classification and regression tree-multiple-Cox proportional hazards (CART-Multi-Cox) model 利用分类和回归树-多重-Cox 比例危险（CART-Multi-Cox）模型分析公共交通乘客的换乘持续时间
Transportation Letters Pub Date : 2024-08-23 DOI: 10.1080/19427867.2024.2391168
Lei Gong, Pengfei Han, Tian Lei, Baicheng Li, Qin Luo, Cheng Zhu
{"title":"Analyzing the transfer duration of public transport passengers using classification and regression tree-multiple-Cox proportional hazards (CART-Multi-Cox) model","authors":"Lei Gong, Pengfei Han, Tian Lei, Baicheng Li, Qin Luo, Cheng Zhu","doi":"10.1080/19427867.2024.2391168","DOIUrl":"https://doi.org/10.1080/19427867.2024.2391168","url":null,"abstract":"Transfer behavior is a critical factor influencing the travel efficiency of public transportation passengers. To address the potential group heterogeneity, the present work developed an integrated ...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220877","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
Exploring factors affecting the injury severity of highway-rail grade crossing crashes during the COVID-19 pandemic 探究 COVID-19 大流行期间影响公路铁路道口碰撞事故伤害严重程度的因素
Transportation Letters Pub Date : 2024-08-22 DOI: 10.1080/19427867.2024.2392062
Qiaoqiao Ren, Min Xu
{"title":"Exploring factors affecting the injury severity of highway-rail grade crossing crashes during the COVID-19 pandemic","authors":"Qiaoqiao Ren, Min Xu","doi":"10.1080/19427867.2024.2392062","DOIUrl":"https://doi.org/10.1080/19427867.2024.2392062","url":null,"abstract":"The outbreak of COVID-19 pandemic could alter the injury severity pattern of highway-rail grade crossing (HRGC) crashes. To compare factors affecting injury severities before and during the pandemi...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220914","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 empirical study on train choice preferences of high-speed railway passengers: the case of Nanning-Guangzhou railway and Nanning-Beihai railway 高速铁路乘客列车选择偏好实证研究：以南宁-广州铁路和南宁-北海铁路为例
Transportation Letters Pub Date : 2024-08-22 DOI: 10.1080/19427867.2024.2391662
Dongsheng Gao, Xiaoqiang Zhang, Yun Yang
{"title":"An empirical study on train choice preferences of high-speed railway passengers: the case of Nanning-Guangzhou railway and Nanning-Beihai railway","authors":"Dongsheng Gao, Xiaoqiang Zhang, Yun Yang","doi":"10.1080/19427867.2024.2391662","DOIUrl":"https://doi.org/10.1080/19427867.2024.2391662","url":null,"abstract":"This paper presents a systematic investigation of the train choice preference heterogeneity of High-Speed Railway (HSR) passengers under market segmentation to understand their train choice compreh...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220916","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
En-route recharging scheduling strategy for electric trucks serving inter-terminal container transportation 集装箱码头间运输电动卡车的途中充电调度策略
Transportation Letters Pub Date : 2024-08-19 DOI: 10.1080/19427867.2024.2389609
Yuxiong Ji, Pengliang Cao, Kum Fai Yuen, Yujing Zheng, Yu Shen
{"title":"En-route recharging scheduling strategy for electric trucks serving inter-terminal container transportation","authors":"Yuxiong Ji, Pengliang Cao, Kum Fai Yuen, Yujing Zheng, Yu Shen","doi":"10.1080/19427867.2024.2389609","DOIUrl":"https://doi.org/10.1080/19427867.2024.2389609","url":null,"abstract":"Container ports are increasingly deploying electric trucks (ETs) for inter-terminal transportation (ITT). However, en-route recharging activities, which reduce ITT efficiency, are necessary for ETs...","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142220917","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
Improved time series models for the prediction of lane-change intention 预测变道意向的改进时间序列模型
Transportation Letters Pub Date : 2024-07-22 DOI: 10.1080/19427867.2024.2379702
Hongrui Zhang, Yonggang Wang, Shengrui Zhang, Jingtao Li, Qushun Wang, Bei Zhou
{"title":"Improved time series models for the prediction of lane-change intention","authors":"Hongrui Zhang, Yonggang Wang, Shengrui Zhang, Jingtao Li, Qushun Wang, Bei Zhou","doi":"10.1080/19427867.2024.2379702","DOIUrl":"https://doi.org/10.1080/19427867.2024.2379702","url":null,"abstract":"","PeriodicalId":501080,"journal":{"name":"Transportation Letters","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141815149","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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