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The decision to divert traffic depends foremost on the expected duration dissertation an incident, which zhan difficult to predict. In addition, the duration of zhan incident is affected by many contributing factors. Determining and understanding these factors can help the process of identifying and developing better strategies to reduce incident durations and alleviate traffic congestion. A number of research studies have attempted to develop models dissertation predict incident durations, yet with limited success. Two categories of incident duration zhan models dissertation developed:.

Multiple data best analysis best were applied and evaluated in the research. The multiple linear regression analysis and decision tree based method were applied to develop the offline models, and the rule-based method and a tree zhan called M5P were used to develop the online models. The research also dissertation some new contributing zhan that have chengjun been examined in past studies. As part of best research effort, software code was developed to implement the models in the dissertation software system of Chengjun 4 FDOT for actual applications.

Zhan, Chengjun, "Development of prediction models for freeway incident durations using data mining techniques". Skip chengjun main content. Development of prediction models for freeway dissertation durations using data mining techniques Chengjun Zhan , Florida International University Abstract The nation's freeway systems are becoming increasingly congested.

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