A divide-and-combine method for large scale nonparallel support vector machines.
Yingjie TianXuchan JuYong ShiPublished in: Neural Networks (2016)
Keyphrases
- support vector
- support vector machine
- fully automatic
- cost function
- high accuracy
- detection method
- similarity measure
- theoretical analysis
- pairwise
- prior knowledge
- dynamic programming
- segmentation method
- clustering method
- support vector machine svm
- classification accuracy
- experimental evaluation
- preprocessing
- objective function
- high precision
- classification method
- learning machines
- feature selection
- reduced set
- loss function
- synthetic data
- medical images
- computational cost
- artificial neural networks
- multiscale
- decision trees