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Journal of Big Data Analytics in Transportation最新文献

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A Proactive Approach to Evaluating Intersection Safety Using Hard-Braking Data 基于硬制动数据的交叉口安全评估方法
Journal of Big Data Analytics in Transportation Pub Date : 2021-04-03 DOI: 10.1007/s42421-021-00039-y
M. Hunter, Enrique D. Saldivar-Carranza, Jairaj Desai, Jijo K. Mathew, Howell Li, D. Bullock
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引用次数: 23
Inferring Twitters’ Socio-demographics to Correct Sampling Bias of Social Media Data for Augmenting Travel Behavior Analysis 推断twitter用户的社会人口统计学特征以纠正社交媒体数据的抽样偏差，以增强旅游行为分析
Journal of Big Data Analytics in Transportation Pub Date : 2021-03-23 DOI: 10.1007/s42421-021-00037-0
Yu Cui, Qi He
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引用次数: 4
Model Free Identification of Traffic Conditions Using Unmanned Aerial Vehicles and Deep Learning 基于无人机和深度学习的无模型交通状况识别
Journal of Big Data Analytics in Transportation Pub Date : 2021-03-08 DOI: 10.1007/s42421-021-00038-z
E. Vlahogianni, J. Del Ser, K. Kepaptsoglou, I. Laña
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引用次数: 7
Analyzing Parking Sentiment and its Relationship to Parking Supply and the Built Environment Using Online Reviews 利用在线评论分析停车情感及其与停车供给和建成环境的关系
Journal of Big Data Analytics in Transportation Pub Date : 2021-03-05 DOI: 10.1007/s42421-021-00036-1
Zhiqiu Jiang, A. Mondschein
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引用次数: 4
Sensor-Based Transportation Mode Recognition Using Variational Autoencoder 基于传感器的变分自编码器运输模式识别
Journal of Big Data Analytics in Transportation Pub Date : 2021-02-13 DOI: 10.1007/s42421-021-00035-2
Zubayer Islam, M. Abdel-Aty
{"title":"Sensor-Based Transportation Mode Recognition Using Variational Autoencoder","authors":"Zubayer Islam, M. Abdel-Aty","doi":"10.1007/s42421-021-00035-2","DOIUrl":"https://doi.org/10.1007/s42421-021-00035-2","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124847784","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
Seasonal Disorder in Urban Traffic Patterns: A Low Rank Analysis 城市交通模式的季节性紊乱:一个低秩分析
Journal of Big Data Analytics in Transportation Pub Date : 2021-02-04 DOI: 10.1007/s42421-021-00033-4
Vaibhav Karve, D. Yager, Marzieh Abolhelm, D. Work, R. Sowers
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引用次数: 1
Predicting Public Transit Arrival Times: A Hybrid Deep Neural Network Approach 公共交通到达时间预测:混合深度神经网络方法
Journal of Big Data Analytics in Transportation Pub Date : 2020-12-01 DOI: 10.1007/s42421-020-00032-x
A. Khayyer, Daniel F. Silva, A. Vinel
{"title":"Predicting Public Transit Arrival Times: A Hybrid Deep Neural Network Approach","authors":"A. Khayyer, Daniel F. Silva, A. Vinel","doi":"10.1007/s42421-020-00032-x","DOIUrl":"https://doi.org/10.1007/s42421-020-00032-x","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115027049","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
Deep Learning Framework for Predicting Bus Delays on Multiple Routes Using Heterogenous Datasets 基于异构数据集的多路公交车延迟预测的深度学习框架
Journal of Big Data Analytics in Transportation Pub Date : 2020-12-01 DOI: 10.1007/s42421-020-00031-y
Maged Shoman, Armstrong Aboah, Y. Adu-Gyamfi
{"title":"Deep Learning Framework for Predicting Bus Delays on Multiple Routes Using Heterogenous Datasets","authors":"Maged Shoman, Armstrong Aboah, Y. Adu-Gyamfi","doi":"10.1007/s42421-020-00031-y","DOIUrl":"https://doi.org/10.1007/s42421-020-00031-y","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132289768","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
Technical and Economic Feasibility Assessment of a Cloud-Enabled Traffic Video Analysis Framework 云交通视频分析框架的技术和经济可行性评估
Journal of Big Data Analytics in Transportation Pub Date : 2020-12-01 DOI: 10.1007/s42421-020-00027-8
Tongge Huang, Anuj Sharma
{"title":"Technical and Economic Feasibility Assessment of a Cloud-Enabled Traffic Video Analysis Framework","authors":"Tongge Huang, Anuj Sharma","doi":"10.1007/s42421-020-00027-8","DOIUrl":"https://doi.org/10.1007/s42421-020-00027-8","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125935839","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
Deep Learning in Transport Studies: A Meta-analysis on the Prediction Accuracy 交通研究中的深度学习:预测精度的元分析
Journal of Big Data Analytics in Transportation Pub Date : 2020-12-01 DOI: 10.1007/s42421-020-00030-z
Varun Varghese, M. Chikaraishi, Junji Urata
{"title":"Deep Learning in Transport Studies: A Meta-analysis on the Prediction Accuracy","authors":"Varun Varghese, M. Chikaraishi, Junji Urata","doi":"10.1007/s42421-020-00030-z","DOIUrl":"https://doi.org/10.1007/s42421-020-00030-z","url":null,"abstract":"","PeriodicalId":356644,"journal":{"name":"Journal of Big Data Analytics in Transportation","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114350114","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
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