Using Multi-features and Ensemble Learning Method for Imbalanced Malware Classification.
Yunan ZhangQingjia HuangXinjian MaZeming YangJianguo JiangPublished in: Trustcom/BigDataSE/ISPA (2016)
Keyphrases
- classification accuracy
- ensemble learning
- feature set
- support vector machine svm
- ensemble classifier
- generalization ability
- multiple classifiers
- support vector machine
- feature vectors
- pattern recognition
- pairwise
- feature space
- feature subset
- support vector
- feature extraction
- prior knowledge
- feature selection
- benchmark datasets
- classification algorithm
- machine learning methods
- bp neural network
- mutual subspace method
- classification models
- image classification
- multi class
- training set