RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets.
Yaling TaoKentaro TakagiKouta NakataPublished in: CoRR (2018)
Keyphrases
- imbalanced datasets
- imbalanced class distribution
- clustering algorithm
- cost sensitive learning
- learning from imbalanced data
- class imbalance
- class distribution
- training dataset
- decision trees
- imbalanced data
- feature selection algorithms
- sampling methods
- multi class
- unsupervised learning
- outlier detection
- fraud detection
- active learning
- feature vectors
- learning algorithm