A Supervised Machine Learning Approach for Sequence Based Protein-protein Interaction (PPI) Prediction.
Soumyadeep DebnathAyatullah Faruk MollahPublished in: CoRR (2022)
Keyphrases
- protein protein interactions
- supervised machine learning
- protein interaction
- multiple sequence alignments
- drug design
- predicting protein
- wet lab
- interacting proteins
- computational methods
- high throughput
- protein complexes
- biological processes
- protein function prediction
- network topology
- functional modules
- manually annotated
- biological data
- high precision
- systems biology
- protein protein
- ppi networks
- protein function
- genomic data
- biomedical literature
- gene ontology
- active learning
- supervised learning
- computational approaches
- protein interaction networks
- structural properties
- biological networks
- network analysis
- machine learning
- protein interaction data
- essential proteins
- semantic similarity