Automatic liver tumor detection and classification using the hyper tangent fuzzy C-Means and improved fuzzy SVM.
Usharani BhimavarapuPublished in: Multim. Tools Appl. (2024)
Keyphrases
- fuzzy c means
- fuzzy clustering
- support vector machine svm
- mercer kernel
- fcm algorithm
- tumor detection
- fuzzy c means clustering
- fuzzy clustering algorithm
- support vector
- membership functions
- support vector machine
- fuzzy clustering algorithms
- fuzzy clustering method
- gustafson kessel
- possibilistic c means
- fuzzy partitions
- membership values
- classification method
- clustering algorithm
- fuzzy c means algorithm
- fuzzy classifier
- image segmentation
- feature selection
- clustering method
- possibilistic clustering
- feature vectors
- text classification
- feature space
- training set
- feature extraction
- machine learning
- fuzzy logic
- pattern recognition
- knn
- hard c means
- fuzzy sets
- cluster validity indices
- pattern classification
- fuzzy rules
- cluster centers
- cluster validity index
- k means
- validity index
- fuzzy model
- kernel methods
- euclidean distance
- kernel function