A Bayesian approach to quantifying uncertainties and improving generalizability in traffic prediction models (English)
- New search for: Sengupta, Agnimitra
- Further information on Sengupta, Agnimitra:
- https://orcid.org/0000-0001-7076-6747
- New search for: Mondal, Sudeepta
- New search for: Das, Adway
- Further information on Das, Adway:
- https://orcid.org/0000-0001-8246-7242
- New search for: Guler, S. Ilgin
- New search for: Sengupta, Agnimitra
- New search for: Mondal, Sudeepta
- New search for: Das, Adway
- New search for: Guler, S. Ilgin
In:
Tramsportation Research, Part C: Emerging Technologies
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162
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2024
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ISSN:
- Article (Journal) / Electronic Resource
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Title:A Bayesian approach to quantifying uncertainties and improving generalizability in traffic prediction models
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Contributors:Sengupta, Agnimitra ( author ) / Mondal, Sudeepta ( author ) / Das, Adway ( author ) / Guler, S. Ilgin ( author )
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Published in:
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Publisher:
- New search for: Elsevier Ltd
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Publication date:2024-03-23
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents – Volume 162
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
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A real-time cooperation mechanism in duopoly e-hailing marketsJiao, Guipeng / Ramezani, Mohsen et al. | 2024
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Modeling interpretable social interactions for pedestrian trajectoryLiu, Qiujia / Shi, Xiaodan / Jiang, Renhe / Zhang, Haoran / Lu, Linjun / Shibasaki, Ryosuke et al. | 2024
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Nonreciprocal interactions in crowd dynamics: Investigating the impact of moving threats on pedestrian speed preferencesXie, Shaocong / Ye, Rui / Li, Xiaolian / Huang, Zhongyi / Cao, Shuchao / Lv, Wei / He, Hong / Zhang, Ping / Fang, Zhiming / Zhang, Jun et al. | 2024
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Microscopic modeling of attention-based movement behaviorsLi, Danrui / Schwartz, Mathew / Sohn, Samuel S. / Yoon, Sejong / Pavlovic, Vladimir / Kapadia, Mubbasir et al. | 2024
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Risky choice and diminishing sensitivity in MaaS context: A nonlinear logit analysis of traveler behaviorLiu, Jianing / Jian, Sisi / Wu, Chenyang / Dixit, Vinayak et al. | 2024
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RoutesFormer: A sequence-based route choice Transformer for efficient path inference from sparse trajectoriesQiu, Shuhan / Qin, Guoyang / Wong, Melvin / Sun, Jian et al. | 2024
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A large-scale traffic signal control algorithm based on multi-layer graph deep reinforcement learningWang, Tao / Zhu, Zhipeng / Zhang, Jing / Tian, Junfang / Zhang, Wenyi et al. | 2024
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Multi-view feature engineering for day-to-day joint clustering of multiple traffic datasetsSharma, Shubham / Nayak, Richi / Bhaskar, Ashish et al. | 2024
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A Bayesian approach to quantifying uncertainties and improving generalizability in traffic prediction modelsSengupta, Agnimitra / Mondal, Sudeepta / Das, Adway / Guler, S. Ilgin et al. | 2024
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Improving robustness of large-scale bus transit networks against cascading failures: A preventive control or an emergency control?Zhang, Lin / Xu, Min / Wang, Shuaian et al. | 2024
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Adaptive generative adjustable electric fence method and internal obstacle detectionLiu, Yixiao / Tian, Zihao / Tian, Lixin / Liu, Zhiyuan et al. | 2024
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Learning-based modeling of human-autonomous vehicle interaction for improved safety in mixed-vehicle platooning controlWang, Jie / Pant, Yash Vardhan / Jiang, Zhihao et al. | 2024
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Dynamic vehicle routing problem with drone resupply for same-day deliveryPina-Pardo, Juan C. / Silva, Daniel F. / Smith, Alice E. / Gatica, Ricardo A. et al. | 2024
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Editorial Board| 2024
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Analysis of safe and effective next-generation rail signalling systemsAoun, Joelle / Goverde, Rob M.P. / Nardone, Roberto / Quaglietta, Egidio / Vittorini, Valeria et al. | 2024
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Integrated timetabling and vehicle scheduling of an intermodal urban transit network: A distributionally robust optimization approachXia, Dongyang / Ma, Jihui / Sharif Azadeh, Sh. et al. | 2024
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Optimizing block configuration and operation protocol for extra-long metro trainsShen, Shiyu / Osorio, Jesus / Ouyang, Yanfeng et al. | 2024
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Optimal cruise airspeed selection and RTA adjustment in the presence of wind uncertaintyJung, Hyunho / Clarke, John-Paul et al. | 2024
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Pattern diversity based trip-level impact evaluation on mileage and emissions of on-demand ride-splittingZhi, Danyue / Lv, Ying / Sun, Huijun / Gao, Zaihan / Feng, Xiaoyan / Gao, Ziyou et al. | 2024
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On non-myopic internal transfers in large-scale ride-pooling systemsNamdarpour, Farnoosh / Liu, Bingqing / Kuehnel, Nico / Zwick, Felix / Chow, Joseph Y.J. et al. | 2024
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Integrating big data analytics in autonomous driving: An unsupervised hierarchical reinforcement learning approachMao, Zhiqi / Liu, Yang / Qu, Xiaobo et al. | 2024
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Quantifying the dynamic predictability of train delay with uncertainty-aware neural networksSpanninger, Thomas / Wiedemann, Nina / Corman, Francesco et al. | 2024
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A mixed-integer programming-based Q-learning approach for electric bus scheduling with multiple termini and service routesYan, Yimo / Wen, Haomin / Deng, Yang / Chow, Andy H.F. / Wu, Qihao / Kuo, Yong-Hong et al. | 2024
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Analysis and modeling of detours in pedestrian operational navigationXu, Qiancheng / Yuan, Zhilu / Guo, Renzhong / He, Biao / Chraibi, Mohcine et al. | 2024
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HumanLight: Incentivizing ridesharing via human-centric deep reinforcement learning in traffic signal controlVlachogiannis, Dimitris M. / Wei, Hua / Moura, Scott / Macfarlane, Jane et al. | 2024
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Semantic-fused multi-granularity cross-city traffic predictionChen, Kehua / Liang, Yuxuan / Han, Jindong / Feng, Siyuan / Zhu, Meixin / Yang, Hai et al. | 2024
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Joint runway–gate assignment based on the Branch-and-Price algorithmJiang, Yu / Wang, Yasha / Xiao, Yiwei / Xue, Qingwen / Shan, Wenxuan / Zhang, Honghai et al. | 2024
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Flexible rolling stock composition strategy in urban rail transit lines: The influences of various train units and station capacitiesWang, Pengling / Xiao, Xiaofang / Nießen, Nils et al. | 2024