An optimized real-time crash prediction model on freeway with over-sampling techniques based on support vector machine.
Jinming YouJunhua WangShou'en FangJingqiu GuoPublished in: J. Intell. Fuzzy Syst. (2017)
Keyphrases
- prediction model
- real time
- support vector machine
- regression model
- neural network
- bp neural network
- multi class
- wavelet neural network
- support vector
- stepwise regression
- response surface methodology
- software reliability
- feature selection
- fuzzy neural network
- random sampling
- control system
- historical data
- generalization ability
- data mining
- predictive model
- svm classifier
- back propagation
- bp network
- customer churn
- exponential smoothing
- least squares
- feature extraction