In Silico Prediction of Human Protein Interactions Using Fuzzy-SVM Mixture Models and Its Application to Cancer Research.
Jung-Hsien ChiangTsung-Lu Michael LeePublished in: IEEE Trans. Fuzzy Syst. (2008)
Keyphrases
- protein interaction
- mixture model
- biological data
- protein protein interactions
- gaussian mixture model
- gene expression
- gene selection
- computational methods
- generative model
- microarray data
- probabilistic model
- em algorithm
- model selection
- gene ontology
- expectation maximization
- language model
- unsupervised learning
- systems biology
- high throughput
- biological systems
- training data
- maximum likelihood
- knn
- binding sites
- data analysis
- biomedical literature
- microarray
- information extraction
- gene regulatory networks
- data sources
- feature selection
- co occurrence