SVM-based road verification with partly non-representative training data.
Marcel ZiemsChristian HeipkeFranz RottensteinerPublished in: JURSE (2011)
Keyphrases
- training data
- support vector machine
- representative set
- learning algorithm
- data sets
- supervised learning
- decision trees
- road network
- test data
- training set
- support vector
- road traffic
- model checking
- relevance feedback
- traffic accidents
- face verification
- training dataset
- training examples
- training process
- formal verification
- vehicle detection
- generalization error
- support vector machine svm
- asynchronous circuits
- test set
- domain knowledge
- functional verification
- noisy data
- lane detection
- autonomous driving
- city traffic
- svm classifier
- training samples
- labeled data
- neural network
- signature verification
- autonomous vehicles
- traffic flow
- semi supervised learning
- road safety
- road surface
- active learning