Failure Prediction using Transfer Learning in Large-scale Continuous Integration Environments.
Rezwana MamataKevin SmithAkramul AzimYee-Kang ChangQasim TauseefRamiro LiscanoGkerta SeferiPublished in: CASCON (2022)
Keyphrases
- transfer learning
- failure prediction
- learning tasks
- knowledge transfer
- cross domain
- labeled data
- reinforcement learning
- real world
- transfer knowledge
- active learning
- text classification
- machine learning
- collaborative filtering
- semi supervised learning
- text categorization
- manifold alignment
- multi task
- unlabeled data
- text mining
- domain adaptation
- machine learning algorithms
- target domain
- data fusion
- expert systems
- transferring knowledge
- semi supervised
- artificial intelligence