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

[31] Big Data Mining Method of Thermal Power Based on Spark and Optimization Guidance
Song, Mingcheng
Jia, Li
PROCEEDINGS OF 2018 IEEE 7TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE (DDCLS), 2018, : 514 - 519
[32] Transportation data visualisation and mining for emergency management
Lu, Chang-Tien
Sripada, Lakshmi N.
Shekhar, Shashi
Liu, Rulin
INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURES, 2005, 1 (2-3) : 170 - 194
[33] Implementation of a Community Data Processing System Based on Data Mining
Li, Li
JOURNAL OF ROBOTICS, 2022, 2022
[34] Research of Postal Data mining system based on big data
Hu, Xia
Jin, Yanfeng
Wang, Fan
PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS, ROBOTICS AND AUTOMATION (ICMRA 2015), 2015, 15 : 643 - 647
[35] Data Screening of a Teaching Evaluation System Based on Data Mining
Zhang, Tao
Wang, Aidong
PROCEEDINGS OF 2010 INTERNATIONAL SYMPOSIUM ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2010, : 219 - 221
[36] An Intelligent Injury Rehabilitation Guidance System for Recreational Runners Using Data Mining Algorithms
Tzelepis, Theodoros
Matlis, George
Dimokas, Nikos
Karvelis, Petros
Malliou, Paraskevi
Beneka, Anastasia
ALGORITHMS, 2023, 16 (11)
[37] Visual Data Mining in Transportation Using Multiresolution Data Aggregation
Wang, Xiao Kun
Yang, Li
FUZZY SYSTEM AND DATA MINING, 2016, 281 : 195 - 199
[38] A Prediction-Based Route Guidance Method Toward Intelligent and Green Transportation System
Zhu, Weilong
Zhu, Chunsheng
IEEE INTERNET OF THINGS JOURNAL, 2023, 10 (14) : 12763 - 12776
[39] Application of Fuzzy Logic in a Secure Beacon-Based Guidance System for Public Transportation
Molina-Gil, Jezabel
Caballero-Gil, Pino
Quesada-Arencibia, Alexis
de Blasio, Gabriele Salvatore
INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE, 2022, 32 (03) : 371 - 387
[40] DMDSS: Data mining based decision support system to integrate data mining and decision support
Rupnik, Rok
Kukar, Matjaz
Bajec, Marko
Krisper, Marjan
ITI 2006: PROCEEDINGS OF THE 28TH INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY INTERFACES, 2006, : 225 - +

← 1 2 3 4 5 →