Predicting Receptor-Ligand Pairs through Kernel Learning.
Ernesto IacucciFabian OjedaBart De MoorYves MoreauPublished in: BMC Bioinform. (2011)
Keyphrases
- kernel learning
- drug discovery
- multiple kernel learning
- kernel function
- support vector regression
- kernel matrix
- pairwise constraints
- semi supervised
- semidefinite program
- pairwise
- kernel methods
- learning tasks
- dimensionality reduction
- feature space
- learning problems
- multi task learning
- machine learning
- distance metric
- multi class
- feature selection