A Comparison of the Classification of Disparate Malware Collected in Different Time Periods.
Md. Rafiqul IslamRonghua TianVeelasha MoonsamyLynn Margaret BattenPublished in: J. Networks (2012)
Keyphrases
- pattern recognition
- classification accuracy
- classification scheme
- classification systems
- pattern classification
- feature extraction
- automatic classification
- classification models
- image classification
- machine learning methods
- classification algorithm
- supervised learning
- decision rules
- machine learning
- support vector machine svm
- model selection
- feature vectors
- preprocessing
- data sets
- training samples
- computer systems
- text classification
- software engineering
- classification method
- feature space
- bayesian networks
- feature selection
- object classification
- classification rate
- supervised classification
- confusion matrices