A Bayesian Active Learning Experimental Design for Inferring Signaling Networks.
Robert Osazuwa NessKaren SachsParag MallickOlga VitekPublished in: J. Comput. Biol. (2018)
Keyphrases
- experimental design
- active learning
- uncertainty sampling
- experimental designs
- empirical studies
- learning algorithm
- sample size
- social networks
- bayesian networks
- unlabeled data
- machine learning
- semi supervised
- random sampling
- class imbalance
- pairwise
- learning environment
- multi class
- online learning
- learning systems
- learning strategies
- feature selection