Automating Predictive Maintenance Using State-Based Transfer Learning and Ensemble Methods.
Justin Larocque-VilliersPatrick DumondDavid KnoxPublished in: ROSE (2021)
Keyphrases
- transfer learning
- ensemble methods
- knowledge transfer
- learning tasks
- prediction accuracy
- machine learning methods
- machine learning
- decision trees
- ensemble learning
- labeled data
- transfer knowledge
- cross domain
- bootstrap sampling
- random forests
- multi task
- text categorization
- collaborative filtering
- reinforcement learning
- multi class
- active learning
- benchmark datasets
- text classification
- base classifiers
- bayesian networks
- target domain
- similarity measure
- data sets