Using an improved C4.5 for imbalanced dataset of intrusion.

Quan Zhou Lin-gang Gu Chong-Jun Wang Jun Wang Shifu Chen

Published in: PST (2006)

Keyphrases

imbalanced datasets
intrusion detection
learning from imbalanced data
rare class
class distribution
cost sensitive learning
feature selection algorithms
decision trees
anomaly detection
class imbalance
sampling methods
ensemble methods
imbalanced data
data sets
active learning
fraud detection