Prediction of protein-protein interactions from amino acid sequences using extreme learning machine combined with auto covariance descriptor.
Zhu-Hong YouLiping LiZhen JiMin LiSen GuoPublished in: Memetic Computing (2013)
Keyphrases
- protein protein interactions
- predicting protein
- extreme learning machine
- protein function
- amino acid sequences
- protein interaction
- computational methods
- secondary structure
- high throughput
- functional modules
- gene ontology
- protein sequences
- network topology
- biological processes
- high precision
- protein structure prediction
- genomic data
- protein complexes
- biological data
- computational approaches
- biomedical literature
- amino acids
- neural network
- protein interaction networks
- biological networks
- systems biology
- protein structure
- feature extraction
- network analysis
- pairwise
- data analysis
- ad hoc networks
- information extraction
- training data
- machine learning
- data sets