Traffic mining in a road-network: How does the traffic flow?

Ntoutsi, I; Mitsou, N; Marketos, G

dc.contributor.author	Ntoutsi, I	en
dc.contributor.author	Mitsou, N	en
dc.contributor.author	Marketos, G	en
dc.date.accessioned	2014-03-01T01:57:17Z
dc.date.available	2014-03-01T01:57:17Z
dc.date.issued	2008	en
dc.identifier.issn	17438187	en
dc.identifier.uri	https://dspace.lib.ntua.gr/xmlui/handle/123456789/28390
dc.subject	Data mining	en
dc.subject	Traffic flow	en
dc.subject	Traffic mining	en
dc.subject	Traffic relationships	en
dc.title	Traffic mining in a road-network: How does the traffic flow?	en
heal.type	journalArticle	en
heal.identifier.primary	10.1504/IJBIDM.2008.017977	en
heal.identifier.secondary	http://dx.doi.org/10.1504/IJBIDM.2008.017977	en
heal.publicationDate	2008	en
heal.abstract	The flow of data coming from modern sensing devices enables the development of novel research techniques related to data management and knowledge extraction. In this work, we undertake the problem of analysing traffic in a road network so as to help the city authorities to optimise traffic flow. A graph based modelling of the network traffic is presented which provides insights on the flow of movements within the network. We exploit this graph in order to analyse the traffic flow in the network and to discover traffic relationships like propagation, split and merge of traffic among the road segments. First experimental results illustrate the applicability and usefulness of our approach. © 2008, Inderscience Publishers.	en
heal.journalName	International Journal of Business Intelligence and Data Mining	en
dc.identifier.doi	10.1504/IJBIDM.2008.017977	en
dc.identifier.volume	3	en
dc.identifier.issue	1	en
dc.identifier.spage	82	en
dc.identifier.epage	98	en