Hyperparameter Estimation in SVM with GPU Acceleration for Prediction of Protein-Protein Interactions.
Huaming ChenLei WangYaochu JinChi-Hung ChiFucun LiHuaiyuan ChuJun ShenPublished in: IEEE BigData (2019)
Keyphrases
- protein protein interactions
- protein interaction
- wet lab
- drug design
- predicting protein
- computational methods
- support vector
- support vector machine svm
- high throughput
- predicting protein protein interactions
- gene ontology
- biological processes
- network topology
- protein function prediction
- genomic data
- biomedical literature
- functional modules
- protein interaction data
- protein function
- protein complexes
- biological data
- network analysis
- real time
- multiple sequence alignments
- experimentally determined
- high precision
- gaussian processes
- protein protein
- protein interaction networks
- computational approaches
- biological networks
- structural properties
- gene expression
- model selection
- systems biology
- gaussian process
- high dimensional
- feature space
- data analysis
- feature selection
- databases