Improving predictive models for rate of penetration in real drilling operations through transfer learning.
Felix James PacisAdrian AmbrusSergey AlyaevRasool KhosravanianTron Golder KristiansenTomasz WiktorskiPublished in: J. Comput. Sci. (2023)
Keyphrases
- transfer learning
- knowledge transfer
- transfer knowledge
- reinforcement learning
- labeled data
- learning tasks
- machine learning algorithms
- prior knowledge
- manifold alignment
- cross domain
- semi supervised learning
- collaborative filtering
- probabilistic model
- active learning
- similarity measure
- decision trees
- multi task
- feature selection
- machine learning
- structure learning
- previously learned
- real world
- neural network