Using a Genetic Algorithm to Update Convolutional Neural Networks for Abnormality Classification in Mammography.
Steven WesselsDustin van der HaarPublished in: ICPRAM (2023)
Keyphrases
- genetic algorithm
- convolutional neural networks
- pattern recognition
- text classification
- support vector
- classification accuracy
- decision trees
- breast cancer
- image classification
- support vector machine svm
- preprocessing
- breast cancer diagnosis
- pattern classification
- classification systems
- classification algorithm
- benchmark datasets
- digital mammograms
- binary decision tree
- machine learning
- feature extraction
- feature space
- multi objective
- evolutionary algorithm
- fuzzy logic
- classification scheme
- feature vectors
- machine learning methods
- classification method
- decision rules
- fitness function
- machine learning algorithms
- model selection
- supervised learning
- class labels
- artificial neural networks
- support vector machine
- learning algorithm
- neural network