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A comparative study: Utilizing data mining techniques to classify traffic congestion status

Posted on:2015-10-13Degree:M.S.EType:Thesis
University:University of Nevada, Las VegasCandidate:Mirakhorli, AbbasFull Text:PDF
GTID:2472390020452128Subject:Transportation
Abstract/Summary:
erformance measure is a process of evaluating and quantifying a system. Performance measure provides us with information about how good a system is working and how well the predefined goals are met. In order to analyze the performance of a transportation system, the traffic data such as speed, volume, occupancy and travel time of the system need to be collected. These data will generate valuable historical database that can be used to develop models to improve the quality of service of transportation system. The performance measures in transportation studies can be categorized to following main groups: Congestion, Mobility, Accessibility, Reliability, Safety and Environmental. Traffic congestion is one the important issues in any transportation system. Growing congestion in urban transportation network has enforced significant economic burdens to our current society. It causes waste of time, money, fuel and energy for the commuters and consequently impacting daily life of people in the society. Based on 2011 Congested Corridors Report presented by Texas A& M Transportation Institute, traffic congestion incurred...
Keywords/Search Tags:Traffic congestion, System, Transportation, Data
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