Simplifying SVM with Weighted LVQ Algorithm.
Marcin BlachnikMiroslaw KordosPublished in: IDEAL (2011)
Keyphrases
- classification algorithm
- learning algorithm
- computational complexity
- cost function
- optimization algorithm
- support vector machine svm
- detection algorithm
- dynamic programming
- improved algorithm
- training set
- segmentation algorithm
- significant improvement
- search space
- k means
- times faster
- recognition algorithm
- experimental evaluation
- computational cost
- support vector machine
- high accuracy
- multi class classification
- preprocessing
- matching algorithm
- training algorithm
- learning vector quantization
- probabilistic model
- expectation maximization
- particle swarm optimization
- worst case
- support vector
- reinforcement learning
- training data
- similarity measure
- image segmentation
- feature selection