Enhancing drug property prediction with dual-channel transfer learning based on molecular fragment.
Yue WuXinran NiZhihao WangWeike FengPublished in: BMC Bioinform. (2023)
Keyphrases
- transfer learning
- dual channel
- drug design
- learning tasks
- drug discovery
- knowledge transfer
- cross domain
- active learning
- labeled data
- reinforcement learning
- machine learning
- semi supervised learning
- transfer knowledge
- structure learning
- text classification
- collaborative filtering
- domain adaptation
- protein structure prediction
- prediction model
- multi task
- multi task learning
- transferring knowledge
- learning algorithm
- virtual screening
- manifold alignment
- text mining
- target domain
- feature extraction
- bayesian networks
- pairwise
- similarity measure
- feature selection
- machine learning algorithms
- text categorization
- unlabeled data
- supervised learning
- data sets