EM-IFCM: Fuzzy c-means clustering algorithm based on edge modification for imbalanced data.
Yue PuWenbin YaoXiaoyong LiPublished in: Inf. Sci. (2024)
Keyphrases
- imbalanced data
- fuzzy c means clustering algorithm
- fuzzy clustering
- fuzzy c means
- linear regression
- clustering algorithm
- class distribution
- expectation maximization
- support vector machine
- class imbalance
- feature selection
- decision trees
- sampling methods
- random forest
- ensemble methods
- classification models
- em algorithm
- prediction accuracy
- probabilistic model
- k means
- high dimensionality
- svm classifier
- unsupervised learning
- maximum likelihood
- least squares
- feature vectors
- ensemble classifier
- pattern recognition
- feature extraction
- image processing