Identifying cancer biomarkers by network-constrained support vector machines.
Li ChenJianhua XuanRebecca B. RigginsRobert ClarkeYue Joseph WangPublished in: BMC Syst. Biol. (2011)
Keyphrases
- support vector
- breast cancer
- computer networks
- learning machines
- large margin classifiers
- logistic regression
- early detection
- classification accuracy
- peer to peer
- maximum margin
- complex networks
- gastric cancer
- ovarian cancer
- gene expression profiles
- network model
- network traffic
- network structure
- wireless sensor networks
- svm classifier
- loss function
- kernel function