Center-Focused Affinity Loss for Class Imbalance Histology Image Classification.
Taslim MahbubAhmad ObeidSajid JavedJorge DiasTaimur HassanNaoufel WerghiPublished in: IEEE J. Biomed. Health Informatics (2024)
Keyphrases
- class imbalance
- image classification
- class distribution
- active learning
- cost sensitive
- feature extraction
- imbalanced datasets
- small disjuncts
- majority class
- cost sensitive learning
- concept drift
- software defect prediction
- sampling methods
- high dimensionality
- pairwise
- imbalanced data
- feature selection
- image features
- data sets
- multi label
- minority class
- non stationary
- nearest neighbor
- training set
- image processing
- machine learning