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Data Mining Application In Tunnel Traffic

Posted on:2004-11-02Degree:MasterType:Thesis
Country:ChinaCandidate:T WangFull Text:PDF
GTID:2192360095957627Subject:Traffic Information Engineering & Control
Abstract/Summary:PDF Full Text Request
With highway sharply developed in china, more and more tunnels of highway were building. It is very easy to get a mount of traffic data, however, it takes both time and efforts to deal with these data in the traditional way. Maybe, useful knowledge is concealed in these data. Data mining is to find information from the vast amount of data. At present, data mining has been widely used in the business sphere, but hardly used during the traffic control system. This paper attempts to provide applying the cluster analysis and prediction analysis to information of tunnel's traffic flow. The main research is about the theory and methods of the cluster analysis.
Keywords/Search Tags:Tunnel of monitoring control system, Theory of traffic flow, Data mining, Cluster analysis, Decision tree analysis, Prediction analysis, Linear regression
PDF Full Text Request
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