Molecular Contrastive Learning with Chemical Element Knowledge Graph.
Yin FangQiang ZhangHaihong YangXiang ZhuangShumin DengWen ZhangMing QinZhuo ChenXiaohui FanHuajun ChenPublished in: CoRR (2021)
Keyphrases
- knowledge acquisition
- learning algorithm
- learning systems
- learning process
- domain knowledge
- knowledge base
- acquire knowledge
- prior knowledge
- online learning
- knowledge transfer
- background knowledge
- learned knowledge
- effective learning
- learning mechanism
- knowledge level
- learning community
- graph theory
- supervised learning
- human experts
- decision trees
- graph structure
- machine learning
- knowledge based systems
- inductive inference
- knowledge representation
- complex domains
- drug discovery
- active learning
- expert systems
- three dimensional