Urban rail transit passenger flow forecast based on LSTM with enhanced long‐term features (English)
Free access
- New search for: Yang, Dan
- New search for: Chen, Kairun
- New search for: Yang, Mengning
- New search for: Zhao, Xiaochao
- New search for: Yang, Dan
- New search for: Chen, Kairun
- New search for: Yang, Mengning
- New search for: Zhao, Xiaochao
In:
IET Intelligent Transport Systems
;
13
, 10
;
1475-1482
;
2019
- Article (Journal) / Electronic Resource
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Title:Urban rail transit passenger flow forecast based on LSTM with enhanced long‐term features
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Contributors:Yang, Dan ( author ) / Chen, Kairun ( author ) / Yang, Mengning ( author ) / Zhao, Xiaochao ( author )
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Published in:IET Intelligent Transport Systems ; 13, 10 ; 1475-1482
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Publisher:
- New search for: The Institution of Engineering and Technology
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Publication date:2019-10-01
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Size:8 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:traffic control , traffic congestion , ELF‐LSTM , LSTM NN , neural nets , forecasting theory , road traffic , traffic control department , traffic engineering computing , origin destination flow , outbreak passenger flow , rail transit congestion , short‐term features , traffic sequence , long temporal dependence , transportation , long‐short‐term memory , accurate forecast , rail transit system , typical time series , recurrent neural nets , time series , long temporal dependency features , urban rail transit passenger flow , passenger flow data , learning (artificial intelligence) , rail traffic , improved model enhanced long‐term features , LSTM Neural Network models
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Source:
Table of contents – Volume 13, Issue 10
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.
- 1461
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Enterprise architecture within railway systems engineeringUmiliacchi, Silvia / Bhatia, Davinder / Brownlee, Andrew / Brown, Colin et al. | 2019
- 1468
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Deep anticipation: lightweight intelligent mobile sensing for unmanned vehicles in IoT by recurrent architectureChen, Guang / Liu, Shu / Ren, Kejia / Qu, Zhongnan / Fu, Changhong / Hinz, Gereon / Knoll, Alois et al. | 2019
- 1475
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Urban rail transit passenger flow forecast based on LSTM with enhanced long‐term featuresYang, Dan / Chen, Kairun / Yang, Mengning / Zhao, Xiaochao et al. | 2019
- 1483
-
Artificial bee colony algorithm with generating neighbourhood solution for large scale coloured traveling salesman problemDong, Xueshi / Lin, Qing / Xu, Min / Cai, Yongle et al. | 2019
- 1492
-
Enhanced fuzzy‐logic‐based power‐assisted control with user‐adaptive systems for human‐electric bikesLee, Jin‐Shyan / Jiang, Jun‐Wei et al. | 2019
- 1499
-
Vehicle type detection and passenger satisfaction analysis using smartphone sensors and digital surveysPerttula, Arto / Nguyen, Nhan / Collin, Jussi / Jokinen, Jani-Pekka et al. | 2019
- 1507
-
Two‐fold calibration approach for microscopic traffic simulation modelsKarimi, Mohammad / Alecsandru, Ciprian et al. | 2019
- 1518
-
Hybrid data‐driven approach for truck travel time imputationKarimpour, Abolfazl / Ariannezhad, Amin / Wu, Yao‐Jan et al. | 2019
- 1525
-
Research on classification and influencing factors of metro commuting patterns by combining smart card data and household travel survey dataJi, Yanjie / Cao, Yu / Liu, Yang / Guo, Weihong / Gao, Liangpeng et al. | 2019
- 1533
-
Unstructured road detection via combining the model‐based and feature‐based methodsQi, Naixin / Yang, Xiaogang / Li, Chuanxiang / Lu, Ruitao / He, Chuan / Cao, Lijia et al. | 2019
- 1545
-
Cooperative perception in autonomous ground vehicles using a mobile-robot testbedSridhar, Srivatsan / Eskandarian, Azim et al. | 2019
- 1557
-
Laser-based SLAM automatic parallel parking path planning and tracking for passenger vehicleSong, Jie / Zhang, Weiwei / Wu, Xuncheng / Cao, Haotian / Gao, Qiaoming / Luo, Suyun et al. | 2019
- 1569
-
Deep learning‐based embedded license plate localisation systemYépez, Juan / Castro‐Zunti, Riel D. / Ko, Seok‐Bum et al. | 2019
- 1579
-
Robust H∞ state feedback control for handling stability of intelligent vehicles on a novel all‐wheel independent steering modeZhang, Naisi / Ni, Jun / Hu, Jibin et al. | 2019
- 1590
-
Vision-based road slope estimation methods using road lines or local features from instant imagesUstunel, Eser / Masazade, Engin et al. | 2019