Deep Learning of High-Order Interactions for Protein Interface Prediction.
Yi LiuHao YuanLei CaiShuiwang JiPublished in: KDD (2020)
Keyphrases
- high order
- deep learning
- protein interaction
- higher order
- unsupervised feature learning
- contact map
- unsupervised learning
- prediction accuracy
- pairwise
- low order
- protein protein interactions
- machine learning
- multiscale
- deep architectures
- lower order
- mental models
- markov random field
- tensor analysis
- protein sequences
- weakly supervised
- amino acids
- probabilistic model
- support vector