Feature Reduction to Speed Up Malware Classification.
Veelasha MoonsamyRonghua TianLynn Margaret BattenPublished in: NordSec (2011)
Keyphrases
- feature reduction
- rough sets
- classification accuracy
- text categorization
- feature extraction
- feature selection
- reduction method
- random forest
- text classification
- feature set
- preprocessing
- linear discriminant analysis
- support vector machine
- pattern recognition
- support vector
- training set
- classification algorithm
- unsupervised learning
- image processing
- machine learning
- viterbi algorithm
- class labels
- markov chain
- feature vectors
- training samples
- decision rules
- input data
- feature space
- image classification
- active learning
- decision trees