Novel feature extraction, selection and fusion for effective malware family classification.
Mansour AhmadiGiorgio GiacintoDmitry UlyanovStanislav SemenovMikhail TrofimovPublished in: CoRR (2015)
Keyphrases
- feature extraction
- pattern recognition
- support vector machine svm
- feature vectors
- pattern classification
- feature fusion
- image classification
- feature selection
- feature space
- preprocessing
- face recognition
- classification method
- dimension reduction
- classification accuracy
- feature extraction and classification
- feature set
- support vector
- extracted features
- feature representation
- classification models
- classification scheme
- machine learning
- feature extraction and selection
- face images
- wavelet transform
- decision trees
- data fusion
- support vector machine
- neural network
- fisher linear discriminant
- image processing
- classifier fusion
- classifier combination
- training set
- special case
- multi sensor
- text classification
- discriminant analysis
- training samples
- classification algorithm