IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance.
Grace DengCuize HanTommaso DreossiClarence LeeDavid S. MattesonPublished in: SDM (2022)
Keyphrases
- class imbalance
- sampling methods
- class distribution
- active learning
- cost sensitive
- imbalanced datasets
- high dimensionality
- permutation tests
- cost sensitive learning
- feature selection
- concept drift
- imbalanced data
- majority class
- software defect prediction
- minority class
- small disjuncts
- random sampling
- test set
- nearest neighbor
- learning process
- pattern recognition
- machine learning