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Journal of Big Data Analytics in Transportation最新文献

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Identifying the Impact Area of a Traffic Event Through k-Means Clustering 通过k-均值聚类识别交通事件的影响区域
Journal of Big Data Analytics in Transportation Pub Date : 2022-10-16 DOI: 10.1007/s42421-022-00060-9
Sohrab Mamdoohi, Elise Miller-Hooks
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引用次数: 1
A Data-Driven Network Model for Traffic Volume Prediction at Signalized Intersections 信号交叉口交通量预测的数据驱动网络模型
Journal of Big Data Analytics in Transportation Pub Date : 2022-09-02 DOI: 10.1007/s42421-022-00059-2
Rezaur Rahman, Jiechao Zhang, Sudipta Dey Tirtha, T. Bhowmik, Istiak Jahan, Naveen Eluru, Samiul Hasan
{"title":"A Data-Driven Network Model for Traffic Volume Prediction at Signalized Intersections","authors":"Rezaur Rahman, Jiechao Zhang, Sudipta Dey Tirtha, T. Bhowmik, Istiak Jahan, Naveen Eluru, Samiul Hasan","doi":"10.1007/s42421-022-00059-2","DOIUrl":"https://doi.org/10.1007/s42421-022-00059-2","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-09-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133350490","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: 2
Utility-Based Route Choice Behavior Modeling Using Deep Sequential Models 基于效用的深度序列路径选择行为建模
Journal of Big Data Analytics in Transportation Pub Date : 2022-08-05 DOI: 10.1007/s42421-022-00058-3
Guimin Dong, Yonghyeon Kweon, B. Park, M. Boukhechba
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引用次数: 1
Generative Semantic Domain Adaptation for Perception in Autonomous Driving 自动驾驶感知的生成语义域自适应
Journal of Big Data Analytics in Transportation Pub Date : 2022-08-04 DOI: 10.1007/s42421-022-00057-4
Amitangshu Mukherjee, Ameya Joshi, Anuj Sharma, C. Hegde, S. Sarkar
{"title":"Generative Semantic Domain Adaptation for Perception in Autonomous Driving","authors":"Amitangshu Mukherjee, Ameya Joshi, Anuj Sharma, C. Hegde, S. Sarkar","doi":"10.1007/s42421-022-00057-4","DOIUrl":"https://doi.org/10.1007/s42421-022-00057-4","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116134107","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: 2
A Deep Learning Method for Floodwater Depth Prediction on Roadways from Side-View Real and Synthetic Images of Vehicles 基于车辆侧面真实图像和合成图像的道路洪水深度预测的深度学习方法
Journal of Big Data Analytics in Transportation Pub Date : 2022-04-01 DOI: 10.1007/s42421-022-00056-5
Cem Sazara, B. Salahshour, M. Cetin, K. Iftekharuddin
{"title":"A Deep Learning Method for Floodwater Depth Prediction on Roadways from Side-View Real and Synthetic Images of Vehicles","authors":"Cem Sazara, B. Salahshour, M. Cetin, K. Iftekharuddin","doi":"10.1007/s42421-022-00056-5","DOIUrl":"https://doi.org/10.1007/s42421-022-00056-5","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129707458","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
Enhancing Lane Change Prediction at Intersections with Spatio-temporal Adequacy Information 利用时空充分性信息增强交叉口变道预测
Journal of Big Data Analytics in Transportation Pub Date : 2022-04-01 DOI: 10.1007/s42421-022-00055-6
Panagiotis Fafoutellis, Jason Plymenos-Papageorgas, E. Vlahogianni
{"title":"Enhancing Lane Change Prediction at Intersections with Spatio-temporal Adequacy Information","authors":"Panagiotis Fafoutellis, Jason Plymenos-Papageorgas, E. Vlahogianni","doi":"10.1007/s42421-022-00055-6","DOIUrl":"https://doi.org/10.1007/s42421-022-00055-6","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"106 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116278700","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: 3
Real-Time Detection and Recognition of Railway Traffic Signals Using Deep Learning 基于深度学习的铁路交通信号实时检测与识别
Journal of Big Data Analytics in Transportation Pub Date : 2022-04-01 DOI: 10.1007/s42421-022-00054-7
A. Staino, Akshat Suwalka, Pabitra Mitra, B. Basu
{"title":"Real-Time Detection and Recognition of Railway Traffic Signals Using Deep Learning","authors":"A. Staino, Akshat Suwalka, Pabitra Mitra, B. Basu","doi":"10.1007/s42421-022-00054-7","DOIUrl":"https://doi.org/10.1007/s42421-022-00054-7","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"26 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131809584","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: 5
Semi-supervised Mode Classification of Inter-city Trips from Cellular Network Data 基于蜂窝网络数据的城际旅行半监督模式分类
Journal of Big Data Analytics in Transportation Pub Date : 2022-04-01 DOI: 10.1007/s42421-022-00052-9
Nils Breyer, C. Rydergren, D. Gundlegård
{"title":"Semi-supervised Mode Classification of Inter-city Trips from Cellular Network Data","authors":"Nils Breyer, C. Rydergren, D. Gundlegård","doi":"10.1007/s42421-022-00052-9","DOIUrl":"https://doi.org/10.1007/s42421-022-00052-9","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"89 6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126318086","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: 3
Understanding the Recovery of On-Demand Mobility Services in the COVID-19 Era 了解新冠肺炎时代下按需出行业务的恢复
Journal of Big Data Analytics in Transportation Pub Date : 2022-04-01 DOI: 10.1007/s42421-022-00051-w
Zengxiang Lei, S. Ukkusuri
{"title":"Understanding the Recovery of On-Demand Mobility Services in the COVID-19 Era","authors":"Zengxiang Lei, S. Ukkusuri","doi":"10.1007/s42421-022-00051-w","DOIUrl":"https://doi.org/10.1007/s42421-022-00051-w","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131025730","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: 6
Optimization Models for Estimating Transit Network Origin–Destination Flows with Big Transit Data 基于大数据的公交网络始发流优化模型
Journal of Big Data Analytics in Transportation Pub Date : 2021-10-29 DOI: 10.1007/s42421-021-00050-3
Xinyu Liu, P. Van Hentenryck, Xilei Zhao
{"title":"Optimization Models for Estimating Transit Network Origin–Destination Flows with Big Transit Data","authors":"Xinyu Liu, P. Van Hentenryck, Xilei Zhao","doi":"10.1007/s42421-021-00050-3","DOIUrl":"https://doi.org/10.1007/s42421-021-00050-3","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115275753","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: 4
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