Road Surface Classification Using a Deep Ensemble Network with Sensor Feature Selection.
Jongwon ParkKyushik MinHayoung KimWoosung LeeGaehwan ChoKunsoo HuhPublished in: Sensors (2018)
Keyphrases
- feature selection
- classification accuracy
- wrapper feature selection
- feature set
- road surface
- classification models
- text classification
- support vector
- feature extraction
- text categorization
- ensemble classifier
- irrelevant features
- accurate classification
- imbalanced data
- feature ranking
- feature subset
- machine learning
- feature space
- small sample
- method for feature selection
- ensemble classification
- feature selection and classification
- model selection
- feature selection algorithms
- redundant features
- support vector machine
- high dimensionality
- final classification
- classification performances
- regression problems
- multi class
- feature subspace
- discriminative features
- feature reduction
- random forest
- dimensionality reduction
- ensemble methods
- network structure
- classification algorithm
- decision trees
- support vector machine svm
- peer to peer
- ensemble feature selection
- automatic relevance determination
- neural network
- multiple classifiers
- training data
- video sequences
- mobile devices
- feature vectors
- ensemble learning
- knn
- machine learning methods
- classification method
- cross validation
- benchmark datasets
- training samples
- unsupervised learning
- sensor networks
- supervised learning