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Approach to Synthetic Data Generation for Imbalanced Multi-class Problems with Heterogeneous Groups.
Dennis Treder-Tschechlov
Peter Reimann
Holger Schwarz
Bernhard Mitschang
Published in:
BTW (2023)
Keyphrases
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multi class problems
data generation
active learning
multi class
class imbalance
data streams
multi class classification
cost sensitive learning
binary classification problems
machine learning
training set
semi supervised
supervised learning
training examples
cost sensitive
naive bayes
change detection
high throughput
logistic regression
sliding window
small number
learning process
pairwise
decision trees
learning algorithm