Data mining applications in transportation engineering

Data mining applications in transportation engineering

Data mining is the extraction of implicit, previously unknown and potentially useful information from data. In recent time, data mining studies have been carried out in many engineering disciplines. In this paper the background of data mining and tools is introduced. Further applications of data mi...

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Bibliographic Details
Main Author: Sudhir Kumar Barai
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2003-10-01
Series:Transport
Subjects:
Data Mining
GIS
GPS
Pavement Management
Road accidents
Traffic Management
Online Access:http://localhost/journals.vgtu.lt/index.php/Transport/article/view/8641
id doaj-1fdf19e193f447778785eb4452bf4fbc
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spelling doaj-1fdf19e193f447778785eb4452bf4fbc2021-07-02T11:59:40ZengVilnius Gediminas Technical UniversityTransport1648-41421648-34802003-10-0118510.3846/16483840.2003.10414100Data mining applications in transportation engineeringSudhir Kumar Barai0Dept of Civil Engineering , Indian Institute of Technology Kharagpur , Kharagpur 721 302, India Data mining is the extraction of implicit, previously unknown and potentially useful information from data. In recent time, data mining studies have been carried out in many engineering disciplines. In this paper the background of data mining and tools is introduced. Further applications of data mining to transportation engineering problems are reviewed. The application of data mining for typical example of ‘Vehicle Crash Study’ is demonstrated using commercially available data mining tool. The paper highlights the potential of data mining tool application in transportation engineering sector. First Published Online: 19 Dec 2011 http://localhost/journals.vgtu.lt/index.php/Transport/article/view/8641Data MiningGISGPSPavement ManagementRoad accidentsTraffic Management
collection DOAJ
language English
format Article
sources DOAJ
author Sudhir Kumar Barai
spellingShingle Sudhir Kumar Barai
Data mining applications in transportation engineering
Transport
Data Mining
GIS
GPS
Pavement Management
Road accidents
Traffic Management
author_facet Sudhir Kumar Barai
author_sort Sudhir Kumar Barai
title Data mining applications in transportation engineering
title_short Data mining applications in transportation engineering
title_full Data mining applications in transportation engineering
title_fullStr Data mining applications in transportation engineering
title_full_unstemmed Data mining applications in transportation engineering
title_sort data mining applications in transportation engineering
publisher Vilnius Gediminas Technical University
series Transport
issn 1648-4142
1648-3480
publishDate 2003-10-01
description Data mining is the extraction of implicit, previously unknown and potentially useful information from data. In recent time, data mining studies have been carried out in many engineering disciplines. In this paper the background of data mining and tools is introduced. Further applications of data mining to transportation engineering problems are reviewed. The application of data mining for typical example of ‘Vehicle Crash Study’ is demonstrated using commercially available data mining tool. The paper highlights the potential of data mining tool application in transportation engineering sector. First Published Online: 19 Dec 2011
topic Data Mining
GIS
GPS
Pavement Management
Road accidents
Traffic Management
url http://localhost/journals.vgtu.lt/index.php/Transport/article/view/8641
work_keys_str_mv AT sudhirkumarbarai dataminingapplicationsintransportationengineering
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