Evolving training model method for one-class SVM.
Quang-Anh TranQianli ZhangXing LiPublished in: SMC (2003)
Keyphrases
- statistical model
- mathematical model
- cost function
- sensitivity analysis
- study proposes
- modeling method
- network model
- similarity measure
- dynamic programming
- theoretical analysis
- monte carlo simulation
- prior knowledge
- evaluation method
- reconstruction method
- probabilistic model
- significant improvement
- clustering method
- classification algorithm
- linear regression
- hybrid method
- training algorithm
- evaluation model
- prediction model
- one class support vector machines
- em algorithm
- classification method
- parameter estimation
- optimization method
- objective function
- training phase
- hybrid model
- training process
- segmentation method
- prior information
- kalman filter
- energy function
- detection method
- linear model
- recognition algorithm
- tree structure
- anomaly detection
- evolutionary algorithm
- high order
- training set
- feed forward neural networks
- training procedure
- training speed
- neural network