Ensemble learning based approach for traffic incident detection and multi-category classification.
Miao XuHongfei LiuHongbo YangPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- multi category
- ensemble learning
- generalization ability
- incident detection
- support vector machine
- sparse data
- ensemble classifier
- multiple classifiers
- feature selection
- risk minimization
- classification accuracy
- ensemble methods
- support vector
- dimensionality reduction
- machine learning
- pattern recognition
- individual classifiers
- traffic flow
- machine learning methods
- supervised learning
- classification algorithm
- benchmark datasets
- base classifiers
- image classification
- pairwise
- loss function
- training samples
- unsupervised learning
- text classification