A New Method for Learning the Support Vector Machines.
Catalina-Lucia CocianuLuminita StatePanayiotis M. VlamosPublished in: ICSOFT (2) (2011)
Keyphrases
- support vector
- segmentation method
- detection method
- prior knowledge
- learning scheme
- preprocessing
- unsupervised learning
- computational cost
- objective function
- cost function
- learning algorithm
- learning machines
- high precision
- classification accuracy
- experimental evaluation
- dynamic programming
- significant improvement
- pairwise
- feature selection
- support vector machine
- em algorithm
- learning process
- kernel function
- learning systems
- reinforcement learning
- training process
- machine learning
- decision function
- large margin classifiers