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STB: synthetic minority oversampling technique for tree-boosting models for imbalanced datasets of intrusion detection systems.
Li-Hua Li
Ramli Ahmad
Radius Tanone
Alok Kumar Sharma
Published in:
PeerJ Comput. Sci. (2023)
Keyphrases
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intrusion detection system
intrusion detection
imbalanced datasets
class imbalance
anomaly detection
ensemble methods
data sets
probabilistic model
feature selection
computer systems
class distribution
association rules
classification models
classification trees
sampling methods
minority class