Large-Scale Malicious Software Classification With Fuzzified Features and Boosted Fuzzy Random Forest.
Fang-Qi LiShi-Lin WangAlan Wee-Chung LiewWeiping DingGongshen LiuPublished in: IEEE Trans. Fuzzy Syst. (2021)
Keyphrases
- random forest
- feature set
- random forests
- feature reduction
- classification accuracy
- feature importance
- decision trees
- selected features
- fuzzy sets
- feature vectors
- feature extraction
- fold cross validation
- feature selection
- classification models
- cancer classification
- feature space
- classification method
- feature ranking
- class labels
- ensemble classifier
- image classification
- support vector
- prior knowledge
- ensemble learning
- svm classifier
- image features
- ensemble methods
- classification algorithm
- feature subset
- machine learning algorithms
- naive bayes
- rough sets
- bayesian classifier
- machine learning
- class specific
- training set
- multi label
- benchmark datasets
- kernel function
- support vector machine svm
- text classification
- higher order