Protein 3D Graph Structure Learning for Robust Structure-based Protein Property Prediction.
Yufei HuangSiyuan LiJin SuLirong WuOdin ZhangHaitao LinJingqi QiZihan LiuZhangyang GaoYuyang LiuJiangbin ZhengStan. ZQ. LiPublished in: CoRR (2023)
Keyphrases
- contact map
- structure learning
- protein interaction
- protein structure
- physicochemical properties
- graphical models
- amino acids
- graph structure
- protein sequences
- network structure
- bayesian networks
- markov logic networks
- protein protein interactions
- structure learning algorithm
- belief propagation
- parameter estimation
- parameter learning
- hidden markov models
- markov networks
- text categorization
- directed graph
- probabilistic model
- model selection
- graph theory
- random walk
- graph theoretic
- active learning
- pairwise
- stereo matching
- machine learning
- conditional independence tests