Intelligent IoT Traffic Classification Using Novel Search Strategy for Fast-Based-Correlation Feature Selection in Industrial Environments.
Santiago Egea GómezAlbert RegoBelén CarroAntonio Sánchez-EsguevillasJaime LloretPublished in: IEEE Internet Things J. (2018)
Keyphrases
- search strategy
- feature selection
- classification accuracy
- search strategies
- search algorithm
- support vector
- search space
- text classification
- support vector machine
- classification models
- feature space
- machine learning
- feature set
- feature extraction
- feature selection algorithms
- model selection
- classification performances
- method for feature selection
- classification method
- feature subset
- hill climbing
- irrelevant features
- decision trees
- support vector machine svm
- feature selection and classification
- multi class
- discriminative features
- training set
- feature reduction
- wrapper feature selection
- effective pruning
- management system
- high dimensionality
- feature ranking
- data structure
- branch and bound search
- small sample
- context aware
- text categorization
- correlation coefficient
- network traffic