Malware classification for the cloud via semi-supervised transfer learning.
Xianwei GaoChangzhen HuChun ShanBaoxu LiuZequn NiuHui XiePublished in: J. Inf. Secur. Appl. (2020)
Keyphrases
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- label information
- cross domain learning
- labeled and unlabeled data
- text classification
- unlabeled data
- machine learning
- supervised learning
- active learning
- learning tasks
- co training
- labeled examples
- knowledge transfer
- machine learning algorithms
- cross domain
- class labels
- cross domain text classification
- transfer knowledge
- domain adaptation
- text categorization
- unsupervised learning
- decision trees
- structure learning
- unlabeled samples
- multi task learning
- feature selection
- multi task
- document classification
- support vector
- feature vectors
- learning algorithm
- support vector machine
- collaborative filtering
- model selection
- training samples
- target domain
- decision boundary
- pairwise constraints
- feature extraction
- learning problems
- multitask learning
- previously learned
- text mining