Entropy-Based Feature Grouping in Machine Learning for Android Malware Classification.
Hyunseok ShimSouhwan JungPublished in: WISA (2020)
Keyphrases
- machine learning
- pattern recognition
- machine learning methods
- feature vectors
- decision trees
- supervised machine learning
- support vector machine
- feature selection
- classification accuracy
- text classification
- supervised classification
- support vector
- machine learning algorithms
- discriminative features
- feature set
- automatic classification
- classification algorithm
- supervised learning
- feature ranking
- classification models
- model selection
- pattern classification
- malware detection
- classification method
- feature weights
- image classification
- information extraction
- feature space
- support vector machine svm
- unsupervised learning
- feature subset
- feature representation
- computer vision
- detect malicious
- data mining
- text mining
- multi class
- feature analysis
- reinforcement learning
- training data
- preprocessing stage