Multi-Modes Cascade SVMs: Fast Support Vector Machines in Distributed System.
Lijuan CuiChangjian WangWanli LiLudan TanYuxing PengPublished in: ICISA (2017)
Keyphrases
- distributed systems
- support vector
- large margin classifiers
- learning machines
- kernel function
- fault tolerant
- sparse kernel
- cross validation
- multi class
- load balancing
- distributed environment
- fault tolerance
- logistic regression
- support vectors
- distributed computing
- binary classification
- svm classifier
- geographically distributed
- support vector machine
- feature selection
- concurrent systems
- generalization ability
- hyperplane
- loss function
- classification accuracy
- training examples
- loosely coupled
- kernel methods
- message passing
- maximum margin
- radial basis function
- distributed database systems
- mobile agents
- security policies
- data replication
- soft margin
- number of support vectors
- machine learning
- reduced set
- ls svm
- agent technology
- decision function
- case study