Performance analysis of K-nearest neighbor, support vector machine, and artificial neural network classifiers for driver drowsiness detection with different road geometries.
Zhenlong LiQingzhou ZhangXiaohua ZhaoPublished in: Int. J. Distributed Sens. Networks (2017)
Keyphrases
- k nearest neighbor
- support vector machine
- knn
- traffic accidents
- nearest neighbor
- road safety
- classification method
- support vector machine svm
- classification algorithm
- svm classifier
- knn classifier
- driver assistance systems
- text categorization
- driving behavior
- multi class
- support vector
- knn algorithm
- feature selection
- vowel recognition
- feature vectors
- vehicle detection
- neural network
- hierarchical document clustering
- driving simulator
- graph construction
- object detection
- input space
- radial basis function
- similarity search
- traffic safety
- knn classification
- image processing
- machine learning
- majority voting
- k nearest
- text classification
- feature extraction