Class Balanced Similarity-Based Instance Transfer Learning for Botnet Family Classification.
Basil AlothmanHelge JanickeSuleiman Y. YerimaPublished in: DS (2018)
Keyphrases
- transfer learning
- text classification
- label information
- machine learning
- class labels
- labeled data
- machine learning algorithms
- knowledge transfer
- reinforcement learning
- learning tasks
- decision trees
- cross domain learning
- cross domain text classification
- transfer knowledge
- domain adaptation
- active learning
- semi supervised learning
- cross domain
- target domain
- manifold alignment
- target class
- feature vectors
- feature extraction
- feature selection
- multi task
- support vector
- structure learning
- supervised learning
- multi task learning
- unlabeled data
- document classification
- neural network
- dimensionality reduction
- collaborative filtering
- training set
- learning environment
- data mining