Evolutionary algorithms for classification of mammographie densities using local binary patterns and statistical features.
Francine Burling-ClaridgeMuhammad IqbalMengjie ZhangPublished in: CEC (2016)
Keyphrases
- evolutionary algorithm
- feature set
- feature vectors
- classification accuracy
- classification process
- feature extraction
- benchmark datasets
- classification method
- feature space
- svm classifier
- class labels
- kernel density estimators
- extracted features
- feature analysis
- classification models
- image classification
- support vector machine
- pattern classification
- gender classification
- classification scheme
- image features
- feature selection
- statistical analysis
- features extraction
- feature weights
- evolutionary computation
- differential evolution
- pattern recognition
- high dimensionality
- eeg signals
- classification algorithm
- statistical information
- textural features
- maximum entropy modeling
- feature representation
- text classification
- multi objective
- decision trees
- statistical methods
- fitness function
- discriminative features
- genetic programming
- optimization problems
- supervised learning
- skin lesion
- training data