Android Malware Classification by Applying Online Machine Learning.
Abdurrahman PektasMahmut ÇavdarTankut AcarmanPublished in: ISCIS (2016)
Keyphrases
- machine learning
- machine learning methods
- decision trees
- pattern recognition
- text classification
- supervised machine learning
- supervised learning
- classification accuracy
- feature selection
- feature construction
- machine learning approaches
- supervised classification
- support vector machine
- online learning
- data mining
- classification scheme
- machine learning algorithms
- class labels
- classification method
- unsupervised learning
- pattern classification
- automatic classification
- feature space
- real time
- learning algorithm
- neural network
- training samples
- malware detection
- computer vision
- image classification
- training set
- model selection
- knowledge discovery
- classification models
- training data
- multiple classifier systems
- reinforcement learning
- feature vectors
- information extraction
- semi supervised
- text mining
- feature set
- classification algorithm
- decision rules
- knowledge acquisition