GTB-PPI: Predict Protein-protein Interactions Based on L1-regularized Logistic Regression and Gradient Tree Boosting.
Bin YuCheng ChenHongyan ZhouBingqiang LiuQin MaPublished in: Genom. Proteom. Bioinform. (2020)
Keyphrases
- protein protein interactions
- predicting protein
- high throughput
- computational methods
- protein interaction
- biological processes
- network topology
- logistic regression
- biomedical literature
- gene ontology
- functional modules
- predicting protein protein interactions
- protein protein
- protein function
- genomic data
- biological data
- network analysis
- essential proteins
- high precision
- biological networks
- systems biology
- learning algorithm
- protein complexes
- protein interaction data
- drug design
- ppi networks
- interacting proteins
- computational approaches
- protein interaction networks
- feature selection
- microarray
- structural properties
- signaling pathways
- machine learning
- cellular processes
- data sets