Traffic Speed Prediction of Urban Road Network Based on High Importance Links Using XGB and SHAP
As the intelligent transportation system has been introduced, traffic speed prediction has become one of the foremost challenging tasks within complex urban road networks. The main idea of this study is to identify links that have a significant impact on the target link and develop a high-performanc...
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| Format: | Article |
| Language: | English |
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IEEE
2023-01-01
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| Series: | IEEE Access |
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| Online Access: | https://ieeexplore.ieee.org/document/10283835/ |