Positive-unlabeled learning in bioinformatics and computational biology: a brief review.
Fuyi LiShuangyu DongAndré LeierMeiya HanXudong GuoJing XuXiaoyu WangShirui PanCangzhi JiaYang ZhangGeoffrey I. WebbLachlan J. M. CoinChen LiJiangning SongPublished in: Briefings Bioinform. (2022)
Keyphrases
- computational biology
- molecular biology
- supervised learning
- prior knowledge
- learning process
- machine learning
- learning algorithm
- inductive inference
- natural language processing
- systems biology
- semi supervised learning
- unsupervised learning
- data mining
- active learning
- reinforcement learning
- artificial intelligence
- text mining
- training examples
- protein sequences
- e learning
- information retrieval
- component analysis
- positive and unlabeled examples