Comparative Analysis of Classifiers for Classification of Emergency Braking of Road Motor Vehicles.
Albert PodusenkoVsevolod NikulinIvan TanevKatsunori ShimoharaPublished in: Algorithms (2017)
Keyphrases
- comparative analysis
- classification method
- support vector
- classification algorithm
- classification systems
- decision trees
- classification models
- classification rate
- feature set
- class labels
- supervised classification
- accurate classification
- training set
- classification process
- classifier combination
- improves the classification accuracy
- feature selection
- classification accuracy
- machine learning methods
- training data
- multi category
- probabilistic classifiers
- decision boundary
- machine learning algorithms
- fusion scheme
- multiple classifiers
- optimum path forest
- multiclass classification
- binary classifiers
- support vector machine svm
- training samples
- support vector machine
- road traffic
- machine learning
- image classification
- svm classifier
- vehicle detection
- majority voting
- roc curve
- traffic scenes
- classification procedure
- road network
- multi class
- extracted features
- rule based classifier
- road vehicles
- city traffic
- traffic monitoring
- traffic accidents
- classifier ensemble
- ensemble classifier
- supervised learning
- text classification
- intelligent transportation systems
- multiple classifier systems
- traffic conditions
- vehicle speed
- autonomous vehicles
- nearest neighbour
- travel time