Improved prediction of protein-protein interaction using a hybrid of functional-link Siamese neural network and gradient boosting machines.
Satyajit MahapatraSitanshu Sekhar SahuPublished in: Briefings Bioinform. (2021)
Keyphrases
- predicting protein
- protein protein interactions
- gradient boosting
- neural network
- protein function prediction
- protein interaction
- secondary structure
- computational methods
- prediction accuracy
- loss function
- high throughput
- network topology
- protein complexes
- functional modules
- machine learning
- gene ontology
- protein interaction networks
- network analysis
- protein structure
- multi layer perceptron
- single feature
- learning algorithm