Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning.
Ying ShenKaiqi YuanYaliang LiBuzhou TangMin YangNan DuKai LeiPublished in: BIBM (2018)
Keyphrases
- prior knowledge
- preprocessing
- learning systems
- significant improvement
- high accuracy
- feature representation
- knowledge representation
- detection method
- active learning
- knowledge acquisition
- edge detection
- unsupervised learning
- learning process
- multiscale
- decision trees
- knowledge base
- clustering method
- learning mechanism
- human knowledge
- classification accuracy
- feature set
- knowledge management
- neural network
- dynamic programming
- cost function
- pairwise
- similarity measure
- learning algorithm