Accurate behavior prediction on highways based on a systematic combination of classifiers.
Sarah BonninThomas H. WeisswangeFranz KummertJens SchmüdderichPublished in: Intelligent Vehicles Symposium (2013)
Keyphrases
- prediction accuracy
- classifier combination
- training data
- support vector
- prediction model
- ensemble classifier
- neural networks and support vector machines
- high accuracy
- decision trees
- machine learning algorithms
- accurate classification
- prediction algorithm
- high quality
- accurate classifiers
- multiple classifier systems
- linear classifiers
- supervised classification
- machine learning
- classification decisions
- traffic patterns
- feature set
- training samples
- training set
- training examples
- highly accurate
- svm classifier
- radial basis function network
- computationally efficient
- combining classifiers
- multi class
- regression model
- class labels
- cellular automata
- multi layer perceptron
- learning classifier systems
- combining multiple
- supervised learning
- classification rate
- human behavior