A Transformer-Based Deep Learning Approach with Multi-layer Feature Processing for Accurate Prediction of Protein-DNA Binding Residues.
Haipeng ZhaoBaozhong ZhuTengsheng JiangZhiming CuiHongjie WuPublished in: ICIC (3) (2023)
Keyphrases
- multi layer
- deep learning
- dna binding
- binding sites
- contact map
- protein interaction
- protein structure
- protein structure prediction
- transcription factors
- protein function
- amino acids
- protein sequences
- dna sequences
- unsupervised learning
- genome wide
- gene expression
- protein families
- neural network
- machine learning
- weakly supervised
- sequence data
- mental models
- neural nets
- feature vectors
- protein folding
- amino acid sequences
- statistical significance
- protein protein interactions
- image features
- motif discovery
- knowledge discovery
- training data