Predicting the Metro Passengers Flow by Long-Short Term Memory

被引：3
|
作者：
Hu, Zhen [1 ]
Zuo, Yi [1 ]
Xue, Zhuyin [1 ]
Ma, Wenting [1 ]
Zhang, Guilin [1 ]
机构：
[1] Nanjing Res Inst Elect & Engn, Sci & Technol Informat Syst Engn Lab, Nanjing 210007, Jiangsu, Peoples R China
来源：
ADVANCES IN COMPUTER SCIENCE AND UBIQUITOUS COMPUTING | 2018年 / 474卷
关键词：
Traffic prediction; LSTM; Neural network;
D O I：
10.1007/978-981-10-7605-3_97
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, LSTM is proposed to predict metro passengers flow to avoid traffic jams for the city governors. The model is validated by manual counted data and the results show that LSTM can report an instructive prediction.
引用
收藏
页码：591 / 595
页数：5
相关论文
共 50 条
  • [31] Zero Shot Intent Classification Using Long-Short Term Memory Networks
    Williams, Kyle
    INTERSPEECH 2019, 2019, : 844 - 848
  • [32] Text classification method based on improved long-short term memory network
    Li, Jianping
    Chen, Haiou
    He Jishu/Nuclear Techniques, 2023, 46 (05): : 111 - 118
  • [33] Long-Short Term Memory Networks For Resource Allocation Forecasting in Wifi Networks
    To Anh Son
    Nguyen Thi Phuong
    Le The Phong
    PROCEEDINGS OF 2019 6TH NATIONAL FOUNDATION FOR SCIENCE AND TECHNOLOGY DEVELOPMENT (NAFOSTED) CONFERENCE ON INFORMATION AND COMPUTER SCIENCE (NICS), 2019, : 348 - 351
  • [34] Recognition of Dysfluency in Speech: A Bidirectional Long-Short Term Memory Based Approach
    Vinay, N. A.
    Bharathi, S. H.
    Aradhya, V. N. Manjunath
    APPLIED INTELLIGENCE AND INFORMATICS, AII 2021, 2021, 1435 : 232 - 244
  • [35] A BCI System with Motor Imagery Based on Bidirectional Long-Short Term Memory
    Lin, Jzau-Sheng
    She, Bing-Hong
    3RD ANNUAL INTERNATIONAL CONFERENCE ON CLOUD TECHNOLOGY AND COMMUNICATION ENGINEERING, 2020, 719
  • [36] Long-short term memory networks aided fault detection of power facilities
    Wu, Qingchuan
    Ma, Lihong
    Yu, Peng
    Fu, Rong
    Feng, Zaishun
    INTELLIGENT SYSTEMS WITH APPLICATIONS, 2024, 22
  • [37] Method of Rain Attenuation Prediction Based on Long-Short Term Memory Network
    Cornejo, Andres
    Landeros-Ayala, Salvador
    Matias, Jose M.
    Ortiz-Gomez, Flor
    Martinez, Ramon
    Salas-Natera, Miguel
    NEURAL PROCESSING LETTERS, 2022, 54 (04) : 2959 - 2995
  • [38] Surface roughness prediction in milling using long-short term memory modelling
    Manjunath, K.
    Tewary, Suman
    Khatri, Neha
    MATERIALS TODAY-PROCEEDINGS, 2022, 64 : 1300 - 1304
  • [39] Individualized Location Prediction Using Autoencoders and Long-Short Term Memory Networks
    Onwujekwe, Gerald
    Men, Zibo
    Duke, Joseph
    2024 IEEE 3RD INTERNATIONAL CONFERENCE ON COMPUTING AND MACHINE INTELLIGENCE, ICMI 2024, 2024,
  • [40] Prediction of Turbulence Temporal Evolution in PANTA by Long-Short Term Memory Network
    Aizawacaranza M.
    Sasaki M.
    Minagawa H.
    Nakazawa Y.
    Liu Y.
    Jajima Y.
    Kawachi Y.
    Arakawa H.
    Hara K.
    Plasma and Fusion Research, 2022, 17 : 1201048 - 1
12345