Classification of melanomas in situ using knowledge discovery with explained case-based reasoning.
Eva ArmengolPublished in: Artif. Intell. Medicine (2011)
Keyphrases
- knowledge discovery
- case based reasoning
- pattern recognition
- classification accuracy
- decision trees
- automatic classification
- machine learning
- image classification
- feature space
- classification method
- training samples
- support vector machine svm
- decision rules
- feature vectors
- machine learning methods
- classification systems
- classification models
- machine learning algorithms
- classification scheme
- data mining
- text classification
- decision support system
- svm classifier
- supervised learning
- training set
- expert systems
- classification rules
- data analysis
- feature extraction
- feature selection
- neural network
- classification process
- data preprocessing
- case retrieval
- evidence based medicine