Classification-Based Data Mining Applied in Vehicle Accident Prediction.
ChienHsing WuShangWei KuoShu-Chen KaoPublished in: FSDM (2019)
Keyphrases
- data mining
- pattern recognition
- predictive modeling
- classification method
- classification accuracy
- radial basis function neural network
- machine learning
- feature extraction
- traffic accidents
- feature space
- pattern classification
- prediction accuracy
- data preprocessing
- discovering patterns
- rule discovery
- real time
- cost sensitive
- classification algorithm
- support vector machine svm
- rough sets
- supervised learning
- training set
- support vector
- data mining algorithms
- training samples
- data mining methods
- prediction error
- automatic classification
- classification scheme
- data analysis
- training data
- decision trees
- feature selection