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MCoM: A Semi-Supervised Method for Imbalanced Tabular Security Data.
Xiaodi Li
Latifur Khan
Mahmoud Zamani
Shamila Wickramasuriya
Kevin W. Hamlen
Bhavani Thuraisingham
Published in:
DBSec (2022)
Keyphrases
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synthetic data
data sets
input data
prior knowledge
semi supervised
data analysis
data points
statistical methods
test data
data sources
noisy data
training samples
rare events
database
missing data
intrusion detection
unsupervised learning
multi class
original data
probabilistic model
data quality
objective function