Multiclass imbalanced and concept drift network traffic classification framework based on online active learning.
Weike LiuCheng ZhuZhaoyun DingHang ZhangQingbao LiuPublished in: Eng. Appl. Artif. Intell. (2023)
Keyphrases
- multi class
- network traffic
- class imbalance
- concept drift
- multiclass classification
- active learning
- error correcting output codes
- binary classification problems
- cost sensitive
- single class
- support vector machine
- binary classifiers
- multiple classes
- classification algorithm
- binary classification
- multiclass problems
- feature selection
- ensemble classifier
- data streams
- intrusion detection
- pairwise
- pattern recognition
- class distribution
- multi task
- cost sensitive learning
- supervised learning
- support vector
- neural network
- classification accuracy
- image processing
- machine learning
- feature space
- training set
- intrusion detection system
- non stationary
- anomaly detection
- streaming data
- decision trees
- minority class
- semi supervised