Intelligent traffic congestion prediction system based on ANN and decision tree using big GPS traces

被引：0
|
作者：
REGIM-Laboratory: Research Groups in Intelligent Machines, National Engineering School of Sfax , BP 1173, Sfax [1 ]
3038, Tunisia
机构：
来源：
Adv. Intell. Sys. Comput. | / 478-487期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Forecasting - Decision trees - Global positioning system - Intelligent vehicle highway systems - Mobile computing - Traffic congestion - Data fusion - Intelligent systems
引用
收藏
相关论文
共 50 条
  • [1] Intelligent Traffic Congestion Prediction System Based on ANN and Decision Tree Using Big GPS Traces
    Elleuch, Wiam
    Wali, Ali
    Alimi, Adel M.
    INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS (ISDA 2016), 2017, 557 : 478 - 487
  • [2] Flow Based Traffic Congestion Prediction and Intelligent signalling using Markov Decision Process
    Surya, S.
    Rakesh, N.
    2016 INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT), VOL 3, 2015, : 726 - 731
  • [3] Traffic Congestion Prediction using Decision Tree, Logistic Regression and Neural Networks
    Tamir, Tariku Sinshaw
    Xiong, Gang
    Li, Zhishuai
    Tao, Hao
    Shen, Zhen
    Hu, Bin
    Menkir, Heruye Mulugeta
    IFAC PAPERSONLINE, 2020, 53 (05): : 512 - 517
  • [4] Traffic congestion prediction based on GPS trajectory data
    Sun, Shuming
    Chen, Juan
    Sun, Jian
    INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2019, 15 (05)
  • [5] TOWARDS AN EFFICIENT TRAFFIC CONGESTION PREDICTION METHOD BASED ON NEURAL NETWORKS AND BIG GPS DATA
    Elleuch, Wiam
    Wali, Ali
    Alimi, Adel M.
    IIUM ENGINEERING JOURNAL, 2019, 20 (01): : 108 - 118
  • [6] Using decision tree algorithm to construct intelligent traffic management system
    Zhang, C. (zhangcaiqian2012@sina.com), 1600, Advanced Institute of Convergence Information Technology, Myoungbo Bldg 3F,, Bumin-dong 1-ga, Seo-gu, Busan, 602-816, Korea, Republic of (04):
  • [7] Design of Intelligent Traffic Simulation System Based on Decision Tree Algorithm
    Chen, Peng
    PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
  • [8] An Intelligent Transport System for Prediction of Urban Traffic Congestion Level
    Rahmani, Mohammad Khalid Imam
    Khan, Shahnawaz
    Ahmed, Md Ezaz
    Jawad, Khaurram
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (11) : 323 - 332
  • [9] Forecasting airport surface traffic congestion based on decision tree
    Zhang Z.
    Zhang A.
    Sun C.
    Li S.
    Zhang, Zhaoyue (zy_zhang@cauc.edu.cn), 1600, Totem Publishers Ltd (16): : 738 - 746
  • [10] GPS Based Road Traffic Congestion Reporting System
    Dhakad, Rajesh
    Jain, Manish
    2014 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH (IEEE ICCIC), 2014, : 694 - 699
12345