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Journal of Big Data Analytics in Transportation最新文献

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Efficient Data Collection and Accurate Travel Time Estimation in a Connected Vehicle Environment Via Real-Time Compressive Sensing 基于实时压缩感知的互联车辆环境中高效数据采集和准确行程时间估计
Journal of Big Data Analytics in Transportation Pub Date : 2019-10-18 DOI: 10.1007/s42421-019-00009-5
Lei Lin, Weizi Li, S. Peeta
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引用次数: 33
Clustering Activity–Travel Behavior Time Series using Topological Data Analysis 利用拓扑数据分析聚类活动-出行行为时间序列
Journal of Big Data Analytics in Transportation Pub Date : 2019-07-17 DOI: 10.1007/s42421-019-00008-6
Renjie Chen, Jingyue Zhang, N. Ravishanker, K. Konduri
{"title":"Clustering Activity–Travel Behavior Time Series using Topological Data Analysis","authors":"Renjie Chen, Jingyue Zhang, N. Ravishanker, K. Konduri","doi":"10.1007/s42421-019-00008-6","DOIUrl":"https://doi.org/10.1007/s42421-019-00008-6","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116952783","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
Transportation Mode Detection from Low-Power Smartphone Sensors Using Tree-Based Ensembles 基于树的低功耗智能手机传感器交通模式检测
Journal of Big Data Analytics in Transportation Pub Date : 2019-05-18 DOI: 10.1007/s42421-019-00004-w
Alexandros Efthymiou, E. Barmpounakis, Dimitrios E. Efthymiou, E. Vlahogianni
{"title":"Transportation Mode Detection from Low-Power Smartphone Sensors Using Tree-Based Ensembles","authors":"Alexandros Efthymiou, E. Barmpounakis, Dimitrios E. Efthymiou, E. Vlahogianni","doi":"10.1007/s42421-019-00004-w","DOIUrl":"https://doi.org/10.1007/s42421-019-00004-w","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129456017","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
Transfer Learning Using Deep Neural Networks for Classification of Truck Body Types Based on Side-Fire Lidar Data 基于侧射激光雷达数据的深度神经网络迁移学习卡车车体类型分类
Journal of Big Data Analytics in Transportation Pub Date : 2019-05-13 DOI: 10.1007/s42421-019-00005-9
Reza Vatani Nezafat, Olcay Sahin, M. Cetin
{"title":"Transfer Learning Using Deep Neural Networks for Classification of Truck Body Types Based on Side-Fire Lidar Data","authors":"Reza Vatani Nezafat, Olcay Sahin, M. Cetin","doi":"10.1007/s42421-019-00005-9","DOIUrl":"https://doi.org/10.1007/s42421-019-00005-9","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123046429","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: 23
Traffic Dynamics Exploration and Incident Detection Using Spatiotemporal Graphical Modeling 基于时空图形建模的交通动态探索与事件检测
Journal of Big Data Analytics in Transportation Pub Date : 2019-05-11 DOI: 10.1007/s42421-019-00003-x
Chao Liu, Mo Zhao, Anuj Sharma, S. Sarkar
{"title":"Traffic Dynamics Exploration and Incident Detection Using Spatiotemporal Graphical Modeling","authors":"Chao Liu, Mo Zhao, Anuj Sharma, S. Sarkar","doi":"10.1007/s42421-019-00003-x","DOIUrl":"https://doi.org/10.1007/s42421-019-00003-x","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"88 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124399949","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: 9
A Cyberinfrastructure for Big Data Transportation Engineering 面向大数据传输工程的网络基础设施
Journal of Big Data Analytics in Transportation Pub Date : 2019-05-09 DOI: 10.1007/s42421-019-00006-8
Md Johirul Islam, Anuj Sharma, Hridesh Rajan
{"title":"A Cyberinfrastructure for Big Data Transportation Engineering","authors":"Md Johirul Islam, Anuj Sharma, Hridesh Rajan","doi":"10.1007/s42421-019-00006-8","DOIUrl":"https://doi.org/10.1007/s42421-019-00006-8","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124539098","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: 10
Visualizing and Evaluating Interdependent Regional Traffic Congestion and System Resiliency, a Case Study Using Big Data from Probe Vehicles 可视化和评估相互依赖的区域交通拥堵和系统弹性，使用探测车辆大数据的案例研究
Journal of Big Data Analytics in Transportation Pub Date : 2019-04-05 DOI: 10.1007/s42421-019-00002-y
Thomas M. Brennan, Ryan A. Gurriell, Andrew J. Bechtel, M. Venigalla
{"title":"Visualizing and Evaluating Interdependent Regional Traffic Congestion and System Resiliency, a Case Study Using Big Data from Probe Vehicles","authors":"Thomas M. Brennan, Ryan A. Gurriell, Andrew J. Bechtel, M. Venigalla","doi":"10.1007/s42421-019-00002-y","DOIUrl":"https://doi.org/10.1007/s42421-019-00002-y","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125889551","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: 14
A Perspective on the Challenges and Opportunities for Privacy-Aware Big Transportation Data 基于隐私意识的交通大数据的挑战与机遇
Journal of Big Data Analytics in Transportation Pub Date : 2019-04-04 DOI: 10.1007/s42421-019-00001-z
Godwin Badu-Marfo, B. Farooq, Z. Patterson
{"title":"A Perspective on the Challenges and Opportunities for Privacy-Aware Big Transportation Data","authors":"Godwin Badu-Marfo, B. Farooq, Z. Patterson","doi":"10.1007/s42421-019-00001-z","DOIUrl":"https://doi.org/10.1007/s42421-019-00001-z","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122353938","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
Semi-supervised GANs to Infer Travel Modes in GPS Trajectories 半监督gan在GPS轨迹中推断旅行模式
Journal of Big Data Analytics in Transportation Pub Date : 2019-02-27 DOI: 10.1007/s42421-021-00047-y
A. Yazdizadeh, Z. Patterson, B. Farooq
{"title":"Semi-supervised GANs to Infer Travel Modes in GPS Trajectories","authors":"A. Yazdizadeh, Z. Patterson, B. Farooq","doi":"10.1007/s42421-021-00047-y","DOIUrl":"https://doi.org/10.1007/s42421-021-00047-y","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127809207","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
A Semi-Supervised Deep Residual Network for Mode Detection in Wi-Fi Signals 基于半监督深度残差网络的Wi-Fi信号模式检测
Journal of Big Data Analytics in Transportation Pub Date : 2019-02-17 DOI: 10.1007/s42421-020-00022-z
Arash Kalatian, B. Farooq
{"title":"A Semi-Supervised Deep Residual Network for Mode Detection in Wi-Fi Signals","authors":"Arash Kalatian, B. Farooq","doi":"10.1007/s42421-020-00022-z","DOIUrl":"https://doi.org/10.1007/s42421-020-00022-z","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123089090","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
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