Research Article
An Efficient Traffic Incident Detection and Classification Framework by Leveraging the Efficacy of Model Stacking
Table 4
Summary of fusion algorithm-based incident detection systems.
| Ref # | ML technique | ML algorithm | MFC | Incident context |
| [45] | Multiexpert | Stacking | ✗ | Accident | [46] | Multistage | — | ✗ | Accident | [19] | Multiexpert | Voting | ✗ | Accident | [47] | Multistage | — | ✗ | Congestion | [48] | Multistage | Boosting | ✗ | Congestion | [49] | Multiexpert | Voting | ✗ | Congestion | [50] | Multistage | Boosting | ✗ | Congestion | [20] | Multistage | Bagging | ✗ | Congestion | [51] | Multistage | Boosting | ✗ | Accident |
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