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Journal of Big Data Analytics in Transportation最新文献

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Large-Scale Data-Driven Traffic Sensor Health Monitoring 大规模数据驱动的交通传感器运行状况监测
Journal of Big Data Analytics in Transportation Pub Date : 2021-09-23 DOI: 10.1007/s42421-021-00049-w
Tongge Huang, Pranamesh Chakraborty, Anuj Sharma, C. Hegde
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引用次数: 1
Predicting the Use of Managed Lanes Using Machine Learning 使用机器学习预测管理车道的使用
Journal of Big Data Analytics in Transportation Pub Date : 2021-07-14 DOI: 10.1007/s42421-021-00048-x
Sruthi Ashraf, Arezoo Samimi Abianeh, Farinoush Sharifi, Vivek Gupta, Isha Narsaria, M. Burris
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引用次数: 3
Mobile Sensing for Multipurpose Applications in Transportation 移动传感在交通运输中的多用途应用
Journal of Big Data Analytics in Transportation Pub Date : 2021-06-20 DOI: 10.1007/s42421-022-00061-8
Armstrong Aboah, Michael Boeding, Y. Adu-Gyamfi
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引用次数: 14
Correction to: Short‑Term Prediction of Demand for Ride‑Hailing Services: A Deep Learning Approach 修正:网约车服务需求的短期预测:一种深度学习方法
Journal of Big Data Analytics in Transportation Pub Date : 2021-05-27 DOI: 10.1007/s42421-021-00046-z
Long Chen, P. Thakuriah, K. Ampountolas
{"title":"Correction to: Short‑Term Prediction of Demand for Ride‑Hailing Services: A Deep Learning Approach","authors":"Long Chen, P. Thakuriah, K. Ampountolas","doi":"10.1007/s42421-021-00046-z","DOIUrl":"https://doi.org/10.1007/s42421-021-00046-z","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"78 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127222921","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 Traffic Counter Using Mobile Devices 使用移动设备的实时流量计数器
Journal of Big Data Analytics in Transportation Pub Date : 2021-05-24 DOI: 10.1007/s42421-021-00044-1
P. Sooraj, V. Kollerathu, Vinay Sudhakaran
{"title":"Real-Time Traffic Counter Using Mobile Devices","authors":"P. Sooraj, V. Kollerathu, Vinay Sudhakaran","doi":"10.1007/s42421-021-00044-1","DOIUrl":"https://doi.org/10.1007/s42421-021-00044-1","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125175356","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
Correction to: Seasonal Disorder in Urban Traffic Patterns: A Low Rank Analysis 修正:城市交通模式的季节性紊乱:低秩分析
Journal of Big Data Analytics in Transportation Pub Date : 2021-05-08 DOI: 10.1007/s42421-021-00045-0
Vaibhav Karve, D. Yager, Marzieh Abolhelm, D. Work, R. Sowers
{"title":"Correction to: Seasonal Disorder in Urban Traffic Patterns: A Low Rank Analysis","authors":"Vaibhav Karve, D. Yager, Marzieh Abolhelm, D. Work, R. Sowers","doi":"10.1007/s42421-021-00045-0","DOIUrl":"https://doi.org/10.1007/s42421-021-00045-0","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126948072","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
Deep Learning Techniques for Vehicle Trajectory Extraction in Mixed Traffic 混合交通中车辆轨迹提取的深度学习技术
Journal of Big Data Analytics in Transportation Pub Date : 2021-05-04 DOI: 10.1007/s42421-021-00042-3
Rohan Dhatbale, B. R. Chilukuri
{"title":"Deep Learning Techniques for Vehicle Trajectory Extraction in Mixed Traffic","authors":"Rohan Dhatbale, B. R. Chilukuri","doi":"10.1007/s42421-021-00042-3","DOIUrl":"https://doi.org/10.1007/s42421-021-00042-3","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"126 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115087769","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: 7
Scalable Framework for Enhancing Raw GPS Trajectory Data: Application to Trip Analytics for Transportation Planning 增强原始GPS轨迹数据的可扩展框架:在交通规划的出行分析中的应用
Journal of Big Data Analytics in Transportation Pub Date : 2021-05-04 DOI: 10.1007/s42421-021-00040-5
Zachary Vander Laan, M. Franz, Nikola Marković
{"title":"Scalable Framework for Enhancing Raw GPS Trajectory Data: Application to Trip Analytics for Transportation Planning","authors":"Zachary Vander Laan, M. Franz, Nikola Marković","doi":"10.1007/s42421-021-00040-5","DOIUrl":"https://doi.org/10.1007/s42421-021-00040-5","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"65 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128585397","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: 7
Deep LSTM Recurrent Neural Networks for Arterial Traffic Volume Data Imputation 基于深度LSTM递归神经网络的交通流量数据输入
Journal of Big Data Analytics in Transportation Pub Date : 2021-04-30 DOI: 10.1007/s42421-021-00043-2
Abhilasha J. Saroj, Angshuman Guin, M. Hunter
{"title":"Deep LSTM Recurrent Neural Networks for Arterial Traffic Volume Data Imputation","authors":"Abhilasha J. Saroj, Angshuman Guin, M. Hunter","doi":"10.1007/s42421-021-00043-2","DOIUrl":"https://doi.org/10.1007/s42421-021-00043-2","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115093084","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: 8
Short-Term Prediction of Demand for Ride-Hailing Services: A Deep Learning Approach 网约车服务短期需求预测:一种深度学习方法
Journal of Big Data Analytics in Transportation Pub Date : 2021-04-21 DOI: 10.1007/s42421-021-00041-4
Long Chen, P. Thakuriah, K. Ampountolas
{"title":"Short-Term Prediction of Demand for Ride-Hailing Services: A Deep Learning Approach","authors":"Long Chen, P. Thakuriah, K. Ampountolas","doi":"10.1007/s42421-021-00041-4","DOIUrl":"https://doi.org/10.1007/s42421-021-00041-4","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-04-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126822205","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: 11
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