Applications of Graph Integration to Function Comparison and Malware Classification.
Michael A. SlawinskiAndy WortmanPublished in: ICSRS (2019)
Keyphrases
- machine learning methods
- pattern recognition
- classification accuracy
- automatic classification
- classification systems
- pattern classification
- semi supervised classification
- structured data
- benchmark datasets
- classification scheme
- image classification
- machine learning algorithms
- support vector machine svm
- random walk
- support vector machine
- graph representation
- graph theoretic
- support vector
- feature extraction
- decision trees
- graph classification
- reverse engineering
- weighted graph
- graph theory
- machine learning
- classification rules
- decision rules
- data integration
- training samples
- model selection
- supervised learning
- training set
- feature space
- preprocessing
- feature selection