# Commercial Vehicle Activity Prediction With Imbalanced Class Distribution Using a Hybrid Sampling and Gradient Boosting Approach

> Research article (IEEE Transactions on Intelligent Transportation Systems, 2020) · cited 40× · AI/ML

**Wikidata**: [openalex:W3004539253](https://www.wikidata.org/wiki/openalex:W3004539253)  
**Source**: https://4ort.xyz/entity/commercial-vehicle-activity-prediction-with-imbalanced-class-distribution-using-a-hybrid-sampling-and-gradient-boosting-