Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins.
Yanjun QiOznur TastanJaime G. CarbonellJudith Klein-SeetharamanJason WestonPublished in: Bioinform. (2010)
Keyphrases
- multi task learning
- semi supervised
- multitask learning
- multi task
- protein interaction
- gaussian processes
- multiple tasks
- learning tasks
- gaussian process
- learning problems
- multi label image annotation
- protein protein interactions
- semi supervised learning
- transfer learning
- high order
- learning algorithm
- active learning
- labeled data
- theoretical analysis
- supervised learning
- metric learning
- learning models
- data sets
- unlabeled data
- unsupervised learning
- link prediction
- generative model
- inductive learning
- pairwise
- training data
- social network analysis
- machine learning
- data mining