Prediction of protein-protein interactions from amino acid sequences with ensemble extreme learning machines and principal component analysis.
Zhu-Hong YouYing-Ke LeiLin ZhuJunfeng XiaBing WangPublished in: BMC Bioinform. (2013)
Keyphrases
- protein protein interactions
- predicting protein
- protein function
- amino acid sequences
- extreme learning machines
- protein interaction
- principal component analysis
- computational methods
- secondary structure
- protein sequences
- high throughput
- biological processes
- functional modules
- gene ontology
- protein interaction networks
- biomedical literature
- high precision
- biological data
- network topology
- network analysis
- amino acids
- genomic data
- biological networks
- protein structure
- protein structure prediction
- computational approaches
- protein complexes
- systems biology
- machine learning
- feature space
- training set
- data acquisition
- computational tools
- data sets
- structural properties