PSO-Driven Feature Selection and Hybrid Ensemble for Network Anomaly Detection.
Maya Hilda Lestari LoukBayu Adhi TamaPublished in: Big Data Cogn. Comput. (2022)
Keyphrases
- classification accuracy
- feature selection
- network anomaly detection
- wrapper feature selection
- anomaly detection
- network intrusion detection
- particle swarm optimization pso
- feature set
- training set
- imperialist competitive algorithm
- training data
- text categorization
- feature subset
- naive bayes
- particle swarm optimization
- particle swarm optimisation
- particle swarm optimizer
- pso algorithm
- feature ranking
- multi class
- optimization algorithm
- ensemble learning
- multi objective
- machine learning
- feature extraction
- particle swarm optimization algorithm
- ensemble methods
- self organizing maps
- support vector machine
- text classification
- dimensionality reduction
- genetic algorithm ga
- random forest
- ensemble classifier
- learning algorithm
- social network analysis
- active learning
- base classifiers
- fitness function
- neural network
- model selection
- supervised learning
- decision trees