Transductive Instance Transfer Learning for Cross-Language Defect Prediction.
Rahul ChopraShreoshi RoyRuchika MalhotraPublished in: APIT (2022)
Keyphrases
- transfer learning
- cross language
- cross lingual
- defect prediction
- text categorization
- labeled data
- text classification
- semi supervised learning
- unlabeled data
- document retrieval
- question answering
- text retrieval
- knowledge transfer
- software repositories
- semi supervised
- document collections
- label information
- cross domain
- information access
- reinforcement learning
- active learning
- machine learning
- target domain
- machine learning algorithms
- k nearest neighbor
- training data
- language model
- learning algorithm
- text mining
- collaborative filtering
- knn
- class labels
- multi label
- supervised learning
- pairwise
- knowledge representation
- sentiment classification
- feature selection
- language modeling
- decision trees
- support vector
- neural network