A New Learning Approach to Malware Classification Using Discriminative Feature Extraction.
Ya-Shu LiuYu-Kun LaiZhi-Hai WangHan-Bing YanPublished in: IEEE Access (2019)
Keyphrases
- feature extraction
- supervised learning
- pattern recognition
- feature selection
- unsupervised learning
- machine learning
- incremental learning
- pattern classification
- support vector machine svm
- learning algorithm
- discriminative learning
- image classification
- learning process
- preprocessing
- feature vectors
- structured output
- feature space
- image processing
- decision trees
- dimensionality reduction
- classification accuracy
- text classification
- extracted features
- class discrimination
- bayesian network classifiers
- gabor filters
- support vector
- texture analysis
- learning tasks
- machine learning algorithms
- semi supervised learning
- model selection
- feature set