Prediction of protein-protein interactions from amino acid sequences using a novel multi-scale continuous and discontinuous feature set.
Zhu-Hong YouLin ZhuChun-Hou ZhengHongjie YuSuping DengZhen JiPublished in: BMC Bioinform. (2014)
Keyphrases
- feature set
- protein protein interactions
- predicting protein
- protein function
- amino acid sequences
- protein interaction
- feature selection
- computational methods
- secondary structure
- high throughput
- classification accuracy
- feature extraction
- network topology
- feature vectors
- molecular biology
- network analysis
- biological data
- biological processes
- gene ontology
- protein interaction networks
- functional modules
- biomedical literature
- protein complexes
- genomic data
- high precision
- protein sequences
- feature space
- protein structure prediction
- structural properties
- systems biology
- biological networks
- data sets
- amino acids
- protein structure
- gene expression
- computational approaches
- image processing