LightGBM-based model for metro passenger volume forecasting (English)
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- New search for: Zhang, Youyang
- New search for: Zhu, Changfeng
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- New search for: Zhang, Youyang
- New search for: Zhu, Changfeng
- New search for: Wang, Qingrong
In:
IET Intelligent Transport Systems
;
14
, 13
;
1815-1823
;
2021
- Article (Journal) / Electronic Resource
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Title:LightGBM-based model for metro passenger volume forecasting
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Contributors:
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Published in:IET Intelligent Transport Systems ; 14, 13 ; 1815-1823
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Publisher:
- New search for: The Institution of Engineering and Technology
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Publication date:2021-01-06
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Size:9 pages
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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:variational mode decomposition algorithm , transport infrastructure , novel LightGBM-based model , time features , LightGBM model , Parzen estimators , learning (artificial intelligence) , Big Data , time 10 min , light gradient boosting machine , metro passenger volume prediction , K-fold cross-validation , time interval , potential traffic patterns , variational techniques , tuning method , short-term metro passenger volume forecasting , forecasting theory , stability , VMD-TPE-LightGBM , transportation , artificial intelligence , metro system optimization , hidden pattern extraction , optimisation , traffic engineering computing , original data series
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Source:
Metadata by IET is licensed under CC BY 3.0
Table of contents – Volume 14, Issue 13
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.
- 1727
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Controller area network reliability: overview of design challenges and safety related perspectives of future transportation systemsBen Lakhal, Nadhir Mansour / Nasri, Othman / Adouane, Lounis / Hadj Slama, Jaleleddine Ben et al. | 2021
- 1740
-
Recent advances in traffic optimisation: systematic literature review of modern models, methods and algorithmsAleksander, Rydzewski / Paweł, Czarnul et al. | 2021
- 1759
-
Vehicle safety analysis at non‐signalised intersections at different penetration rates of collision warning systemsLiu, Yicong / Wang, Jianqiang / Chen, Chaoyi / Xu, Qing / Li, Lingxi et al. | 2020
- 1769
-
Safety assessment of local cooperative warnings and speed limit informationRämä, Pirkko / Innamaa, Satu et al. | 2020
- 1778
-
Novel dual-layer-oriented strategy for fully automated vehicles’ lane-keeping systemAn, Quan / Cheng, Shuo / Li, Liang / Peng, Haonan et al. | 2021
- 1788
-
Transition characteristics of driver's intentions triggered by emotional evolution in two-lane urban roadsGuo, Yongqing / Wang, Xiaoyuan / Yuan, Quan / Liu, Shanliang / Liu, Shijie et al. | 2021
- 1799
-
Driver identification using 1D convolutional neural networks with vehicular CAN signalsHu, Hongyu / Liu, Jiarui / Gao, Zhenhai / Wang, Pin et al. | 2020
- 1810
-
Estimation of link-cost function for cyclists based on stochastic optimisation and GPS tracesSchweizer, Joerg / Rupi, Federico / Poliziani, Cristian et al. | 2021
- 1815
-
LightGBM-based model for metro passenger volume forecastingZhang, Youyang / Zhu, Changfeng / Wang, Qingrong et al. | 2021
- 1824
-
Predictive kinetic energy management for an add‐on driver assistance eco‐driving of heavy vehiclesYoon, DoHyun Daniel / Ayalew, Beshah / Ivanco, Andrej / Loiselle, Keith et al. | 2020
- 1835
-
Finite‐time active shimmy control based on uncertain disturbance observer for electric vehicle with independent suspensionMeng, Qinghua / Qian, Chunjiang / Hu, Chuan / Sun, Zong‐Yao / Wang, Pan et al. | 2020
- 1845
-
Multi‐task deep learning with optical flow features for self‐driving carsHu, Yuan / Shum, Hubert P. H. / Ho, Edmond S. L. et al. | 2020
- 1855
-
Trajectory prediction for intelligent vehicles using spatial‐attention mechanismYan, Jun / Peng, Zifeng / Yin, Huilin / Wang, Jie / Wang, Xiao / Shen, Yuesong / Stechele, Walter / Cremers, Daniel et al. | 2020
- 1864
-
Coordinated decisions of discretionary lane change between connected and automated vehicles on freeways: a game theory‐based lane change strategyZheng, Yuan / Ding, Wanting / Ran, Bin / Qu, Xu / Zhang, Yu et al. | 2020
- 1871
-
Directionality-centric bus transit network segmentation for on-demand public transitPerera, Thilina / Wijesundera, Deshya / Wijerathna, Lahiru / Srikanthan, Thambipillai et al. | 2021
- 1882
-
Bézier curve‐based trajectory planning for autonomous vehicles with collision avoidanceZheng, Ling / Zeng, Pengyun / Yang, Wei / Li, Yinong / Zhan, Zhenfei et al. | 2020
- 1892
-
Real‐time estimation and prediction of lateral stability of coaches: a hybrid approach based on EKF, BPNN, and online autoregressive integrated moving average algorithmFu, Rui / Zhang, Hailun / Guo, Yingshi / Yang, Fei / Lu, Yuping et al. | 2020
- 1903
-
Cooperative control of connected hybrid electric vehicles and traffic signals at isolated intersectionsChen, Jian / Qian, Li-Jun / Xuan, Liang et al. | 2021
- 1913
-
2‐dimensional human‐like driver model for autonomous vehicles in mixed trafficSharath, Mysore N. / Velaga, Nagendra R. / Quddus, Mohammed A. et al. | 2020
- 1923
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High‐accuracy vehicle lamp detection for real‐time night‐time traffic surveillanceTsai, Wen‐Kai / Chen, Hung‐Ju et al. | 2020