PERFORMANCE ANALYSIS OF LSTM MODEL WITH MULTI-STEP AHEAD STRATEGIES FOR A SHORT-TERM TRAFFIC FLOW PREDICTION
In this study, the effect of direct and recursive multi-step forecasting strategies on the short-term traffic flow forecast performance of the Long Short-Term Memory (LSTM) model is investigated. To increase the reliability of the results, analyses are carried out with various traffic flow data sets...
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| Format: | Article |
| Language: | English |
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Silesian University of Technology
2021-06-01
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| Series: | Scientific Journal of Silesian University of Technology. Series Transport |
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| Online Access: | http://sjsutst.polsl.pl/archives/2021/vol111/015_SJSUTST111_2021_Dogan.pdf |