Predicting Protein-Protein Interaction Sites with a Novel Membership Based Fuzzy SVM Classifier.
Brijesh Kumar SriwastavaSubhadip BasuUjjwal MaulikPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2015)
Keyphrases
- predicting protein
- svm classifier
- protein interaction
- support vector machine
- protein protein interactions
- support vector machine svm
- secondary structure
- support vector
- image classification
- computational methods
- protein function
- gene expression
- feature vectors
- protein interaction networks
- training set
- semi supervised
- biological processes
- computational tools
- functional modules
- feature selection
- biomedical literature
- structural properties
- protein complexes
- biological systems
- binding sites
- amino acid sequences
- feature extraction
- biological data
- social networks
- network topology
- protein sequences
- high precision