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RISEffect of Time Intervals on Short-Term Traffic Flow Prediction Performance for an Adaptive Fuzzy Inference System Approach
Publisher: American Society of Civil Engineers
Abstract: AbstractTime interval plays a pivotal role for short-term traffic flow prediction since time
interval determines traffic data characteristics and, hence, the performances of such
prediction methods. In this sense, the ...
Short-Term Traffic Flow Forecasting Based on Combination of K-Nearest Neighbor and Support Vector Regression
Publisher: American Society of Civil Engineers
Abstract: To improve the forecasting accuracy of short-term traffic flow and provide precise and reliable traffic information for traffic management units and travelers, this study proposes a hybrid prediction model that is based ...