Classification of Chronic Venous Disorders using an Ensemble Optimization of Convolutional Neural Networks.
Bruno OliveiraHelena R. TorresPedro MoraisAntónio BaptistaJaime C. FonsecaJoão L. VilaçaPublished in: EMBC (2022)
Keyphrases
- convolutional neural networks
- classification algorithm
- ensemble classification
- final classification
- image classification
- classification accuracy
- support vector
- pattern recognition
- decision trees
- feature extraction
- classification method
- regression problems
- support vector machine
- classification scheme
- feature selection
- optimization algorithm
- support vector machine svm
- ensemble methods
- ensemble classifier
- classifier ensemble
- multiple classifier systems
- class labels
- optimization problems
- optimization method
- cost sensitive
- multiscale
- majority voting
- imbalanced data
- accurate classifiers
- training data
- supervised learning