Name
Title | ||
|---|---|---|
Repeatability and Similarity of Freeway Traffic Flow and Long-Term Prediction Under Big Data. |
Abstract | ||
|---|---|---|
In this paper, by splitting a traffic flow series into basis series and deviation series, the concepts of similarity and repeatability of traffic flow patterns are defined using the statistic average values of the basis series and the deviation series and are further verified through the real-time big traffic data of 82 days with a sampling period of 5 min collected from two typical ones among a t... |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1109/TITS.2015.2511156 | IEEE Transactions on Intelligent Transportation Systems |
Keywords | Field | DocType |
Traffic control,Big data,Real-time systems,Data models,Forecasting,Mathematical model,Analytical models | Data modeling,Data mining,Traffic flow,Long-term prediction,Statistic,Simulation,Sampling (signal processing),Engineering,Mathematical model,Traffic congestion,Repeatability | Journal |
Volume | Issue | ISSN |
17 | 6 | 1524-9050 |
Citations | PageRank | References |
8 | 0.68 | 4 |
Authors | ||
2 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Zhongsheng Hou | 1 | 877 | 70.65 |
| Xingyi Li | 2 | 17 | 4.19 |