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Journal of Big Data Analytics in Transportation最新文献

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Robust Deep Reinforcement Learning for Traffic Signal Control 基于鲁棒深度强化学习的交通信号控制
Journal of Big Data Analytics in Transportation Pub Date : 2020-12-01 DOI: 10.1007/s42421-020-00029-6
Kai Liang Tan, Anuj Sharma, S. Sarkar
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引用次数: 12
Driver Behavior Extraction from Videos in Naturalistic Driving Datasets with 3D ConvNets 基于三维卷积神经网络的自然驾驶视频驾驶员行为提取
Journal of Big Data Analytics in Transportation Pub Date : 2020-11-30 DOI: 10.1007/s42421-022-00053-8
H. Miao, Shenmin Zhang, C. Flannagan
{"title":"Driver Behavior Extraction from Videos in Naturalistic Driving Datasets with 3D ConvNets","authors":"H. Miao, Shenmin Zhang, C. Flannagan","doi":"10.1007/s42421-022-00053-8","DOIUrl":"https://doi.org/10.1007/s42421-022-00053-8","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122853630","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
Efficient City-Wide Multi-Class Multi-Movement Vehicle Counting: A Survey 高效的全市多类多运动车辆计数研究
Journal of Big Data Analytics in Transportation Pub Date : 2020-11-22 DOI: 10.1007/s42421-020-00026-9
D. Anastasiu, J. Gaul, Maria Vazhaeparambil, Meha Gaba, Prajval Sharma
{"title":"Efficient City-Wide Multi-Class Multi-Movement Vehicle Counting: A Survey","authors":"D. Anastasiu, J. Gaul, Maria Vazhaeparambil, Meha Gaba, Prajval Sharma","doi":"10.1007/s42421-020-00026-9","DOIUrl":"https://doi.org/10.1007/s42421-020-00026-9","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"31 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121011506","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
Correlating Hard-Braking Activity with Crash Occurrences on Interstate Construction Projects in Indiana 印第安纳州州际建设项目中紧急刹车活动与撞车事件的关联
Journal of Big Data Analytics in Transportation Pub Date : 2020-11-16 DOI: 10.1007/s42421-020-00024-x
Jairaj Desai, Howell Li, Jijo K. Mathew, Yi-Ting Cheng, A. Habib, D. Bullock
{"title":"Correlating Hard-Braking Activity with Crash Occurrences on Interstate Construction Projects in Indiana","authors":"Jairaj Desai, Howell Li, Jijo K. Mathew, Yi-Ting Cheng, A. Habib, D. Bullock","doi":"10.1007/s42421-020-00024-x","DOIUrl":"https://doi.org/10.1007/s42421-020-00024-x","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127856882","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: 21
Applications of Deep Learning in Intelligent Transportation Systems 深度学习在智能交通系统中的应用
Journal of Big Data Analytics in Transportation Pub Date : 2020-08-01 DOI: 10.1007/s42421-020-00020-1
Arya Haghighat, Varsha Ravichandra-Mouli, Pranamesh Chakraborty, Yasaman Esfandiari, Saeed Arabi, Anuj Sharma
{"title":"Applications of Deep Learning in Intelligent Transportation Systems","authors":"Arya Haghighat, Varsha Ravichandra-Mouli, Pranamesh Chakraborty, Yasaman Esfandiari, Saeed Arabi, Anuj Sharma","doi":"10.1007/s42421-020-00020-1","DOIUrl":"https://doi.org/10.1007/s42421-020-00020-1","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"15 8","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120839487","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: 56
Automated Vehicle Control at Freeway Lane-drops: a Deep Reinforcement Learning Approach 高速公路车道跌落自动车辆控制:一种深度强化学习方法
Journal of Big Data Analytics in Transportation Pub Date : 2020-08-01 DOI: 10.1007/s42421-020-00021-0
Salaheldeen M. S. Seliman, A. Sadek, Qing He
{"title":"Automated Vehicle Control at Freeway Lane-drops: a Deep Reinforcement Learning Approach","authors":"Salaheldeen M. S. Seliman, A. Sadek, Qing He","doi":"10.1007/s42421-020-00021-0","DOIUrl":"https://doi.org/10.1007/s42421-020-00021-0","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132648953","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
A Rubric-Driven Evaluation of Open Data Portals and Their Data in Transportation 交通领域开放数据门户及其数据的规则驱动评估
Journal of Big Data Analytics in Transportation Pub Date : 2020-08-01 DOI: 10.1007/s42421-020-00023-y
Archana Venkatachalapathy, Anuj Sharma, Skylar Knickerbocker, N. Hawkins
{"title":"A Rubric-Driven Evaluation of Open Data Portals and Their Data in Transportation","authors":"Archana Venkatachalapathy, Anuj Sharma, Skylar Knickerbocker, N. Hawkins","doi":"10.1007/s42421-020-00023-y","DOIUrl":"https://doi.org/10.1007/s42421-020-00023-y","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121504094","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
Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis 车辆计数中的目标检测和跟踪算法:比较分析
Journal of Big Data Analytics in Transportation Pub Date : 2020-07-31 DOI: 10.1007/s42421-020-00025-w
Vishal Mandal, Y. Adu-Gyamfi
{"title":"Object Detection and Tracking Algorithms for Vehicle Counting: A Comparative Analysis","authors":"Vishal Mandal, Y. Adu-Gyamfi","doi":"10.1007/s42421-020-00025-w","DOIUrl":"https://doi.org/10.1007/s42421-020-00025-w","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127801086","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: 32
Short-Term Traffic Delay Prediction at the Niagara Frontier Border Crossings: Comparing Deep Learning and Statistical Modeling Approaches 尼亚加拉边境口岸的短期交通延迟预测:比较深度学习和统计建模方法
Journal of Big Data Analytics in Transportation Pub Date : 2020-07-29 DOI: 10.1007/s42421-020-00019-8
R. Chauhan, Yunpeng Shi, Andrew P. Bartlett, A. Sadek
{"title":"Short-Term Traffic Delay Prediction at the Niagara Frontier Border Crossings: Comparing Deep Learning and Statistical Modeling Approaches","authors":"R. Chauhan, Yunpeng Shi, Andrew P. Bartlett, A. Sadek","doi":"10.1007/s42421-020-00019-8","DOIUrl":"https://doi.org/10.1007/s42421-020-00019-8","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117221809","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
Visualizing Train Delays Using Tableau and the Framework of a Delay Impact Visualization System 利用Tableau可视化列车延误及延误影响可视化系统框架
Journal of Big Data Analytics in Transportation Pub Date : 2020-05-15 DOI: 10.1007/s42421-020-00018-9
Chao Wen, Xiongguang Yang
{"title":"Visualizing Train Delays Using Tableau and the Framework of a Delay Impact Visualization System","authors":"Chao Wen, Xiongguang Yang","doi":"10.1007/s42421-020-00018-9","DOIUrl":"https://doi.org/10.1007/s42421-020-00018-9","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"147 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115107620","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
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