Hybrid SOM-SVM Algorithm for Real Time Series Forecasting.
Juan Manuel Górriz SáezCarlos García PuntonetElmar Wolfgang LangPublished in: ICINCO (1) (2004)
Keyphrases
- support vector machine svm
- learning algorithm
- computational cost
- detection algorithm
- k means
- np hard
- recognition algorithm
- classification algorithm
- preprocessing
- particle swarm optimization
- dynamic programming
- optimal solution
- input data
- worst case
- significant improvement
- search space
- computational complexity
- cost function
- competitive learning
- objective function
- multi class classification
- matching algorithm
- multiple kernel learning
- improved algorithm
- topology preserving
- feature extraction
- optimization algorithm
- similarity measure
- neural network
- search algorithm