The Research of Data Mining in Traffic Flow Data
Xu Luhang · International Journal of Database Theory and Application · 2015
Data mining technology is one of the fastest growing areas of the information age of the 21st century, many scholars in different fields , such as database experts , statisticians , have gained a new breakthrough and development , which makes data mining increasingly become hot topic.Intelligent transport, traffic flow data analysis is very important, then how quickly and intelligently analyze traffic data flow has been a problem.Firstly, the data necessary preprocessing, making the data in the form of data mining algorithms can be used directly, followed by K-means algorithm for clustering processing toll stations , and clustering algorithm for clustering results were verification , and finally the use of Microsoft time Series algorithm to predict traffic flow data , the final results can clearly see the exact rate reached a staggering fifty percent or more.