RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets.
Yaling TaoKentaro TakagiKouta NakataPublished in: ACML (2018)
Keyphrases
- imbalanced datasets
- imbalanced class distribution
- clustering algorithm
- class distribution
- cost sensitive learning
- learning from imbalanced data
- class imbalance
- ensemble methods
- decision trees
- data points
- imbalanced data
- cost sensitive
- training dataset
- sampling methods
- machine learning
- high dimensionality
- outlier detection
- data sets