Applying deep neural networks for multi-level classification of driver drowsiness using Vehicle-based measures.
Sadegh ArefnezhadSajjad SamieeArno EichbergerMatthias FrühwirthClemens KaufmannEmma KlotzPublished in: Expert Syst. Appl. (2020)
Keyphrases
- neural network
- pattern recognition
- traffic accidents
- driving behavior
- classification accuracy
- real time
- learning vector quantization
- multi layer
- support vector
- machine learning
- feature selection
- classification algorithm
- automatic classification
- pattern classification
- supervised learning
- image classification
- decision trees
- rule extraction
- multi layer perceptron
- classification scheme
- evaluation measures
- classification method
- unsupervised learning
- text classification
- training set
- preprocessing
- incremental learning
- recurrent neural networks
- artificial neural networks
- feature space
- traffic monitoring
- vehicle speed
- road safety
- dangerous situations