Predicting membrane protein contacts from non-membrane proteins by deep transfer learning.
Zhen LiSheng WangYizhou YuJinbo XuPublished in: CoRR (2017)
Keyphrases
- transfer learning
- amino acid sequences
- protein sequences
- predicting protein
- protein structure
- amino acids
- protein function
- secondary structure
- living cells
- protein structure prediction
- learning tasks
- knowledge transfer
- reinforcement learning
- labeled data
- subcellular localization
- cross domain
- active learning
- structure learning
- sequence analysis
- machine learning
- semi supervised learning
- manifold alignment
- text classification
- collaborative filtering
- semi supervised
- transfer knowledge
- protein interaction data
- learning algorithm
- protein folding
- protein protein interactions
- machine learning algorithms
- mass spectrometry
- protein protein interaction networks
- unlabeled data
- dna binding
- text mining
- protein interaction
- text categorization
- unsupervised learning
- transferring knowledge
- decision trees
- physicochemical properties