A transportation guidance system based on data mining and GABP

被引：0

作者：

Li, Zhuhao ^{[1
]}

Guan, Wei ^{[1
]}

机构：

[1] Beijing Jiaotong Univ, MOE Key Lab Transportat Complex Syst Theory & Tec, Beijing 100044, Peoples R China

来源：

MECHANICAL DESIGN AND POWER ENGINEERING, PTS 1 AND 2 | 2014年 / 490-491卷

关键词：

GABP; Transportation guidance system; Data mining; GIS; CELL TRANSMISSION MODEL;

D O I：

10.4028/www.scientific.net/AMM.490-491.914

中图分类号：

TH [机械、仪表工业];

学科分类号：

0802 ;

摘要：

This paper researches a transportation guidance system based on data mining technology. Data mining may be available for providing reliable decision base based on existing mass data and give proper guiding strategy in consideration of real road condition.The guiding result will become more efficient provided that GABP Neural Network Forecast is mixed in the real road condition.

引用

页码：914 / 919

页数：6

共 50 条

[1] On Intelligent Transportation System Based on GPS and Data Mining
Yan Bo
Huang Yehua
Ma Xinjun
PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 6, 2008, : 595 - +
[2] Research on Intelligent Transportation System Based on Mining Big Data
Huang, Xiaohui
Xiong, Liyan
Zeng, Hui
Zhong, Maosheng
Li, Guangli
Liu, Juefu
NEW INDUSTRIALIZATION AND URBANIZATION DEVELOPMENT ANNUAL CONFERENCE: THE INTERNATIONAL FORUM ON NEW INDUSTRIALIZATION DEVELOPMENT IN BIG-DATA ERA, 2015, : 424 - 427
[3] Intelligent Transportation Decision Analysis System Based on Big Data Mining
Liao, Huichuan
2018 INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SCIENCE AND APPLICATION TECHNOLOGY, 2019, 1168
[4] Effective Data Mining for a Transportation Information System
Haluzova, P.
ACTA POLYTECHNICA, 2008, 48 (01) : 24 - 29
[5] Data mining technique of car tracking in transportation service system based on NN-FR
Ge, Gao
Wang Tianyong
2006 INTERNATIONAL CONFERENCE ON SERVICE SYSTEMS AND SERVICE MANAGEMENT, VOLS 1 AND 2, PROCEEDINGS, 2006, : 133 - 137
[6] Vehicle guidance in intelligent transportation system based on circuit map
Liu, Zuo-Jun
Guo, Xin
Zhou, Ying
Yang, Peng
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2006, : 986 - +
[7] Route guidance in intelligent transportation system based on circuit map
Liu Zuo-jun
Pang Su-fang
Yang Peng
Kong Xin
Proceedings of 2006 Chinese Control and Decision Conference, 2006, : 1325 - +
[8] Guest Editorial: Smart Transportation Based on Multimedia Data Mining
Zhihan Lv
Chen Zhong
Dingde Jiang
Multimedia Tools and Applications, 2016, 75 : 17443 - 17448
[9] Guest Editorial: Smart Transportation Based on Multimedia Data Mining
Lv, Zhihan
Zhong, Chen
Jiang, Dingde
MULTIMEDIA TOOLS AND APPLICATIONS, 2016, 75 (24) : 17443 - 17448
[10] Data mining system based on data cube
Zhang, Haiqin
Hong, Liu
Du, Haofan
Cai, Qingsheng
Jisuanji Gongcheng/Computer Engineering, 2002, 28 (06):

← 1 2 3 4 5 →