Anomaly Intrusion Detection Using SVM and C4.5 Classification With an Improved Particle Swarm Optimization (I-PSO).
V. SandeepSaravanan KondappanA. Amir Anton JoneS. Raj BarathPublished in: Int. J. Inf. Secur. Priv. (2021)
Keyphrases
- support vector machine svm
- support vector
- support vector machine
- classification algorithm
- classification method
- pso algorithm
- feature vectors
- pattern recognition
- svm classifier
- svm classification
- feature selection
- improves the classification accuracy
- feature space
- image classification
- training set
- classification accuracy
- generalization ability
- multi class
- high classification accuracy
- decision trees
- multi class classification
- particle swarm optimization
- knn
- learning algorithm
- machine learning
- support vector machine classifiers
- structured output
- kernel function
- unbalanced data
- pattern classification
- particle swarm optimization pso
- neural network
- model selection
- supervised learning
- training data
- global optimization
- binary classification
- kernel methods
- multiclass classification
- optimization algorithm
- text classification
- multi class svm
- partially supervised
- fuzzy support vector machine