Kernel bandwidth selection for SVDD: The sampling peak criterion method for large data.
Sergiy PeredriyDeovrat KakdeArin ChaudhuriPublished in: IEEE BigData (2017)
Keyphrases
- synthetic data
- missing data
- input data
- prior knowledge
- data sets
- test data
- data analysis
- data sources
- kernel space
- statistical methods
- probabilistic model
- sampling methods
- training samples
- detection method
- original data
- network bandwidth
- input space
- noisy data
- support vector data description
- kernel function
- training examples
- support vector machine svm
- data points
- k means
- training set
- face recognition