An efficient approach for device identification and traffic classification in IoT ecosystems.
Matias R. P. dos SantosRossana M. C. AndradeDanielo Goncalves GomesArthur C. CalladoPublished in: ISCC (2018)
Keyphrases
- support vector machine svm
- classification accuracy
- classification method
- automatic classification
- pattern classification
- classification systems
- feature vectors
- decision rules
- support vector machine
- classification scheme
- pattern recognition
- decision trees
- feature selection
- machine learning
- classification rate
- road network
- classification process
- benchmark datasets
- text classification
- image classification
- supervised learning
- feature space
- support vector
- machine learning algorithms
- cloud computing
- classification rules
- network traffic
- feature extraction
- data sets