Disagreement serves an explainable ensemble model based on Dempster-Shafer evidence-fusion for an improved skin lesion classification.
Rym DakhliWalid BarhoumiPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- dempster shafer
- skin lesion
- multi sensor
- belief functions
- dempster shafer theory
- evidential reasoning
- training set
- neural network
- classification accuracy
- uncertain reasoning
- feature selection
- pattern recognition
- machine learning
- malignant melanoma
- decision theory
- data fusion
- feature extraction
- feature vectors
- fusion algorithm
- digital image processing
- decision rules
- cooperative
- information fusion
- skin cancer
- image analysis
- feature space
- support vector
- multiscale
- early detection
- training data
- image classification
- computer aided
- text classification