A Hybrid Evolutionary Computation Approach to Inducing Transfer Classifiers for Domain Adaptation.
Bach Hoai NguyenBing XuePeter AndreaeMengjie ZhangPublished in: IEEE Trans. Cybern. (2021)
Keyphrases
- domain adaptation
- hybrid evolutionary
- cross domain
- transfer learning
- weakly labeled data
- source domain
- training data
- co training
- labeled data
- evolutionary search
- target domain
- test data
- multiple sources
- simulated annealing
- semi supervised learning
- semi supervised
- knowledge transfer
- unlabeled data
- support vector
- decision trees
- sentiment classification
- test set
- text categorization
- transfer knowledge
- metaheuristic
- evolutionary algorithm
- machine learning algorithms
- machine learning
- training set
- training examples
- single view
- class labels
- naive bayes
- text classification
- genetic algorithm
- document classification
- learning tasks
- multi view
- collaborative filtering
- high dimensional
- pairwise
- feature selection
- learning algorithm