PSO-Driven Feature Selection and Hybrid Ensemble for Network Anomaly Detection.

Maya Hilda Lestari Louk Bayu Adhi Tama

Published 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