Exploring Human Mobility for Multi-Pattern Passenger Prediction: A Graph Learning Framework

被引：0
|
作者：
Kong, Xiangjie [1 ,2 ]
Wang, Kailai [1 ]
Hou, Mingliang [1 ]
Xia, Feng [3 ]
Karmakar, Gour [4 ]
Li, Jianxin [5 ]
机构：
[1] The School of Software, Dalian University of Technology, Dalian,116620, China
[2] The College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou,310023, China
[3] The School of Engineering, It and Physical Sciences, Federation University Australia, Ballarat,VIC,3353, Australia
[4] The School of Engineering, It and Physical Sciences, Federation University Australia, Churchill,VIC,3842, Australia
[5] The School of It, Deakin University, Melbourne,VIC,3125, Australia
来源：
IEEE Transactions on Intelligent Transportation Systems | 2022年 / 23卷 / 09期
关键词：
49;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：16148 / 16160
相关论文
共 50 条
  • [11] Mixed Multi-Pattern Regression for DNI Prediction in Arid Desert Areas
    Han, Tian
    Wang, Ying
    Wang, Xiao
    Chen, Kang
    Peng, Huaiwu
    Gao, Zhenxin
    Cui, Lanxin
    Sun, Wentong
    Peng, Qinke
    SUSTAINABILITY, 2023, 15 (17)
  • [12] A multi-pattern deep fusion model for short-term bus passenger flow forecasting
    Bai, Yun
    Sun, Zhenzhong
    Zeng, Bo
    Deng, Jun
    Li, Chuan
    APPLIED SOFT COMPUTING, 2017, 58 : 669 - 680
  • [13] Exploring Time-aware Multi-pattern Group Venue Recommendation in LBSNs
    Liang, Bi
    Meng, Xiangwu
    Zhang, Yujie
    ACM TRANSACTIONS ON INFORMATION SYSTEMS, 2023, 41 (03)
  • [14] STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction
    Wang, Hongnian
    Su, Han
    2019 20TH INTERNATIONAL CONFERENCE ON MOBILE DATA MANAGEMENT (MDM 2019), 2019, : 304 - 309
  • [15] Study on framework of scalable high performance multi-layer and multi-pattern information systems
    Zhao, Jie
    Mao, Nanfeng
    2008 INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING AND 2008 INTERNATIONAL PACIFIC WORKSHOP ON WEB MINING AND WEB-BASED APPLICATION, 2008, : 224 - 228
  • [16] Spatio-temporal graph hierarchical learning framework for metro passenger flow prediction across stations and lines
    Li, Hongtao
    Fu, Wenjie
    Zhang, Haina
    Liu, Wenzheng
    Sun, Shaolong
    Zhang, Tao
    KNOWLEDGE-BASED SYSTEMS, 2025, 311
  • [17] The GraphTempo Framework for Exploring the Evolution of a Graph Through Pattern Aggregation
    Tsoukanara, Evangelia
    Koloniari, Georgia
    Pitoura, Evaggelia
    Triantafillou, Peter
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36 (11) : 7143 - 7156
  • [18] Calibrated multi-view graph learning framework for infant cognitive abilities prediction
    Xiong, Tong
    Zhang, Xin
    Cheng, Jiale
    Xu, Xiangmin
    Li, Gang
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2025, 106
  • [19] Apple Internal Quality Fusion Prediction by Multi-pattern Recognition Technology and Evidence Theory
    Bi, Shuhui
    Li, Xue
    Ma, Liyao
    Zhao, Qinjun
    Shen, Tao
    Shi, Shengjun
    MOBILE NETWORKS & APPLICATIONS, 2022, 29 (4): : 1067 - 1075
  • [20] Learning Diverse Motor Patterns with a Single Multi-Layered Multi-Pattern CPG for a Humanoid Robot
    Debnath, Shoubhik
    Nassour, John
    Cheng, Gordon
    2014 14TH IEEE-RAS INTERNATIONAL CONFERENCE ON HUMANOID ROBOTS (HUMANOIDS), 2014, : 1016 - 1021
12345