Table 1.
Related work summary.
| Author | Year | Data | Prediction model | Road type |
|---|---|---|---|---|
| Yu et al. | 2013 | Traffic data | SVM | Colorado Mountainous freeway |
| Cheng et al. | 2022 | Traffic flow | EL | Shanghai Urban freeway |
| Guo et al. | 2021 | Driving behavior | LR | China G15 freeway |
| Alrukaibi et al. | 2021 | Crash data | MLM | Kuwait highways |
| Dimitrijevic et al. | 2022 | Multi-source data | BLR,K-NN | New Jersey highway |
| Zhai et al. | 2020 | Multi-source data | BLR | California freeways |
| Moosavi et al. | 2019 | US-Accidents | DAP | The United States |
| Bao et al. | 2019 | Multi-source data | STCL net | New York City Roads |
| Li et al. | 2020 | Multi-source data | CNN-LSTM | Urban roads in Orlando |
| Yu et al. | 2020 | Multi-source data | CNN | Shanghai urban expressway |
| Adanu et al. | 2021 | Traffic data,COVID-19 | ML,LC-MNL | Alabama roadways |
| Monfort et al. | 2021 | COVID-19,Bicycle crash | FMM | Arlington bike lanes |
| Sekadakis et al. | 2021 | Traffic data,COVID-19 | SARIMA | Greece roadways |