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SMOTE-IF: A Novel Resampling Method Based on SMOTE Using Isolation Forest Variants for Multi-Class Imbalanced Data.
Ang Li
Tingting Ma
Sen Ye
Xunyun Liu
Published in:
iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Keyphrases
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detection method
preprocessing
cost function
high accuracy
segmentation method
pairwise
significant improvement
computational cost
machine learning methods
data sets
support vector machine svm
input data
feature set
dimensionality reduction
dynamic programming
objective function
decision trees