Optimal hybrid classifier with fine-tuned hyper parameter and improved fuzzy C means segmentation: skin cancer detection.
Sreedhar BuradaManjunathswamy Byranahalli EraiahM. Sunil KumarPublished in: Int. J. Ad Hoc Ubiquitous Comput. (2024)
Keyphrases
- fuzzy c means
- fine tuned
- cancer detection
- image segmentation
- fcm algorithm
- fuzzy clustering
- hyperparameters
- clustering algorithm
- closed form
- level set
- fine tuning
- clustering method
- segmentation algorithm
- support vector
- cluster analysis
- membership functions
- k means
- image analysis
- euclidean distance
- domain specific
- decision trees
- prostate cancer
- neural network
- medical images
- learning algorithm
- training set
- model selection
- feature space
- training data
- random sampling
- image processing
- watershed algorithm
- fuzzy logic
- similarity measure
- feature set
- gene selection
- energy function
- incremental learning
- medical imaging