Designing Deep Convolutional Neural Networks using a Genetic Algorithm for Image-based Malware Classification.
Cornelius PaardekooperNasimul NomanRaymond ChiongVijay VaradharajanPublished in: CEC (2022)
Keyphrases
- genetic algorithm
- convolutional neural networks
- pattern recognition
- classification scheme
- unsupervised learning
- classification systems
- support vector machine svm
- feature selection
- machine learning
- automatic classification
- neural network
- classification method
- support vector
- classification accuracy
- support vector machine
- pattern classification
- classification algorithm
- fitness function
- computer vision
- classification models
- class labels
- decision trees
- text classification
- training set
- preprocessing
- feature extraction
- genetic algorithm ga
- benchmark datasets
- classification rules
- cost sensitive
- image classification
- feature space
- classification process