Protein Interaction Hot Spots Prediction Using LS-SVM within the Bayesian Interpretation.
Juhong QiXiaolong ZhangBo LiPublished in: ADMA (2) (2013)
Keyphrases
- hot spots
- protein interaction
- protein protein interactions
- ls svm
- least squares support vector machine
- prediction model
- least squares
- computational methods
- gene ontology
- high throughput
- network topology
- cross validation
- biological data
- structural properties
- support vector machine
- variable selection
- high precision
- network analysis
- correlation coefficient
- support vector
- radial basis function
- parameter estimation
- binding sites
- decision trees
- bayesian networks
- training data
- biological systems
- training set
- data analysis
- input variables
- rbf neural network
- bayesian inference
- data sets
- maximum likelihood
- sensor networks
- probabilistic model