Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification.
Mansour AhmadiDmitry UlyanovStanislav SemenovMikhail TrofimovGiorgio GiacintoPublished in: CODASPY (2016)
Keyphrases
- feature extraction
- image classification
- pattern classification
- feature vectors
- pattern recognition
- classification accuracy
- support vector machine svm
- preprocessing
- feature space
- feature selection
- feature representation
- classification method
- support vector
- feature set
- feature extraction and classification
- feature fusion
- extracting features
- feature level fusion
- dimension reduction
- classification algorithm
- support vector machine
- decision trees
- multi sensor
- classifier combination
- machine learning
- feature extraction and selection
- face recognition
- training data
- text classification
- principal component analysis
- dimensionality reduction
- classification scheme
- fisher linear discriminant
- image feature extraction
- training set
- multi class
- wavelet transform
- class labels
- selection algorithm
- model selection
- texture analysis
- anomaly detection
- discriminant analysis
- linear discriminant analysis
- training samples