mGPfusion: predicting protein stability changes with Gaussian process kernel learning and data fusion.
Emmi JokinenMarkus HeinonenHarri LähdesmäkiPublished in: Bioinform. (2018)
Keyphrases
- data fusion
- gaussian process
- kernel learning
- semi supervised
- gaussian processes
- regression model
- support vector regression
- kernel function
- multi task learning
- multiple kernel learning
- kernel matrix
- model selection
- bayesian framework
- latent variables
- hyperparameters
- learning tasks
- labeled data
- pairwise
- incremental learning
- generative model
- information retrieval
- linear combination
- support vector